From 0804c45c188d39880830337bc862e0c933a0fd14 Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Fri, 31 Jan 2025 15:58:05 +0300 Subject: [PATCH 1/9] Refactor job actions menu (#9025) --- .../components/job-item/job-actions-menu.tsx | 92 +++++++++++-------- 1 file changed, 52 insertions(+), 40 deletions(-) diff --git a/cvat-ui/src/components/job-item/job-actions-menu.tsx b/cvat-ui/src/components/job-item/job-actions-menu.tsx index 7ca0892d7c7a..6ed839c6fb42 100644 --- a/cvat-ui/src/components/job-item/job-actions-menu.tsx +++ b/cvat-ui/src/components/job-item/job-actions-menu.tsx @@ -17,60 +17,72 @@ interface Props { job: Job; } +export enum Actions { + TASK = 'task', + PROJECT = 'project', + BUG_TRACKER = 'bug_tracker', + IMPORT_JOB = 'import_job', + EXPORT_JOB = 'export_job', + VIEW_ANALYTICS = 'view_analytics', + DELETE = 'delete', +} + function JobActionsMenu(props: Props): JSX.Element { const { job } = props; const dispatch = useDispatch(); const history = useHistory(); - const onDelete = useCallback(() => { - Modal.confirm({ - title: `The job ${job.id} will be deleted`, - content: 'All related data (annotations) will be lost. Continue?', - className: 'cvat-modal-confirm-delete-job', - onOk: () => { - dispatch(deleteJobAsync(job)); - }, - okButtonProps: { - type: 'primary', - danger: true, - }, - okText: 'Delete', - }); - }, [job]); + const onClickMenu = useCallback( + (action: MenuInfo) => { + if (action.key === Actions.TASK) { + history.push(`/tasks/${job.taskId}`); + } else if (action.key === Actions.PROJECT) { + history.push(`/projects/${job.projectId}`); + } else if (action.key === Actions.BUG_TRACKER) { + if (job.bugTracker) { + window.open(job.bugTracker, '_blank', 'noopener noreferrer'); + } + } else if (action.key === Actions.IMPORT_JOB) { + dispatch(importActions.openImportDatasetModal(job)); + } else if (action.key === Actions.EXPORT_JOB) { + dispatch(exportActions.openExportDatasetModal(job)); + } else if (action.key === Actions.VIEW_ANALYTICS) { + history.push(`/tasks/${job.taskId}/jobs/${job.id}/analytics`); + } else if (action.key === Actions.DELETE) { + Modal.confirm({ + title: `The job ${job.id} will be deleted`, + content: 'All related data (annotations) will be lost. Continue?', + className: 'cvat-modal-confirm-delete-job', + onOk: () => { + dispatch(deleteJobAsync(job)); + }, + okButtonProps: { + type: 'primary', + danger: true, + }, + okText: 'Delete', + }); + } + }, + [job], + ); return ( { - if (action.key === 'task') { - history.push(`/tasks/${job.taskId}`); - } else if (action.key === 'project') { - history.push(`/projects/${job.projectId}`); - } else if (action.key === 'bug_tracker') { - if (job.bugTracker) { - window.open(job.bugTracker, '_blank', 'noopener noreferrer'); - } - } else if (action.key === 'import_job') { - dispatch(importActions.openImportDatasetModal(job)); - } else if (action.key === 'export_job') { - dispatch(exportActions.openExportDatasetModal(job)); - } else if (action.key === 'view_analytics') { - history.push(`/tasks/${job.taskId}/jobs/${job.id}/analytics`); - } - }} + onClick={onClickMenu} > - Go to the task - Go to the project - Go to the bug tracker - Import annotations - Export annotations - View analytics + Go to the task + Go to the project + Go to the bug tracker + Import annotations + Export annotations + View analytics onDelete()} > Delete From 5e787eb26b6960d27f48d165d32b63ea98eb38c6 Mon Sep 17 00:00:00 2001 From: Prateek Shukla Date: Fri, 31 Jan 2025 18:30:22 +0530 Subject: [PATCH 2/9] Updated `Serverless tutorial` documentation (#8853) Removed mentions of Masked RCNN from the website and README Updated detectors documentation screenshots --- README.md | 1 - .../en/docs/getting_started/overview.md | 1 - .../en/docs/manual/advanced/ai-tools.md | 7 +- .../manual/advanced/automatic-annotation.md | 4 +- .../manual/advanced/serverless-tutorial.md | 72 ++++++++---------- site/content/en/images/detectors_tab.png | Bin 0 -> 17503 bytes site/content/en/images/image120.jpg | Bin 14081 -> 0 bytes site/content/en/images/image187.jpg | Bin 7050 -> 0 bytes site/content/en/images/image187_1.jpg | Bin 33599 -> 0 bytes site/content/en/images/mask_rcnn_results.jpg | Bin 405316 -> 0 bytes .../images/running_automatic_annotation.png | Bin 0 -> 21676 bytes site/content/en/images/yolo_v3_results.jpg | Bin 368585 -> 0 bytes site/content/en/images/yolo_v3_results.png | Bin 0 -> 464882 bytes 13 files changed, 40 insertions(+), 45 deletions(-) create mode 100644 site/content/en/images/detectors_tab.png delete mode 100644 site/content/en/images/image120.jpg delete mode 100644 site/content/en/images/image187.jpg delete mode 100644 site/content/en/images/image187_1.jpg delete mode 100644 site/content/en/images/mask_rcnn_results.jpg create mode 100644 site/content/en/images/running_automatic_annotation.png delete mode 100644 site/content/en/images/yolo_v3_results.jpg create mode 100644 site/content/en/images/yolo_v3_results.png diff --git a/README.md b/README.md index 6ca7185523d5..6bd29cf71533 100644 --- a/README.md +++ b/README.md @@ -207,7 +207,6 @@ up to 10x. Here is a list of the algorithms we support, and the platforms they c | [HRNet](/serverless/pytorch/saic-vul/hrnet/nuclio) | interactor | PyTorch | | ✔️ | | [Inside-Outside Guidance](/serverless/pytorch/shiyinzhang/iog/nuclio) | interactor | PyTorch | ✔️ | | | [Faster RCNN](/serverless/tensorflow/faster_rcnn_inception_v2_coco/nuclio) | detector | TensorFlow | ✔️ | ✔️ | -| [Mask RCNN](/serverless/tensorflow/matterport/mask_rcnn/nuclio) | detector | TensorFlow | ✔️ | ✔️ | | [RetinaNet](serverless/pytorch/facebookresearch/detectron2/retinanet_r101/nuclio) | detector | PyTorch | ✔️ | ✔️ | | [Face Detection](/serverless/openvino/omz/intel/face-detection-0205/nuclio) | detector | OpenVINO | ✔️ | | diff --git a/site/content/en/docs/getting_started/overview.md b/site/content/en/docs/getting_started/overview.md index 45ce1f08740c..258eb4890fbb 100644 --- a/site/content/en/docs/getting_started/overview.md +++ b/site/content/en/docs/getting_started/overview.md @@ -120,7 +120,6 @@ Below is a detailed table of the supported algorithms and the platforms they ope | [HRNet](https://github.com/cvat-ai/cvat/tree/develop/serverless/pytorch/saic-vul/hrnet/nuclio) | Interactor | PyTorch | | ✔️ | | [Inside-Outside Guidance](https://github.com/cvat-ai/cvat/tree/develop/serverless/pytorch/shiyinzhang/iog/nuclio) | Interactor | PyTorch | ✔️ | | | [Faster RCNN](https://github.com/cvat-ai/cvat/tree/develop/serverless/tensorflow/faster_rcnn_inception_v2_coco/nuclio) | Detector | TensorFlow | ✔️ | ✔️ | -| [Mask RCNN](https://github.com/cvat-ai/cvat/tree/develop/serverless/tensorflow/matterport/mask_rcnn/nuclio) | Detector | TensorFlow | ✔️ | ✔️ | | [RetinaNet](https://github.com/cvat-ai/cvat/tree/develop/serverless/pytorch/facebookresearch/detectron2/retinanet_r101/nuclio) | Detector | PyTorch | ✔️ | ✔️ | | [Face Detection](https://github.com/cvat-ai/cvat/tree/develop/serverless/openvino/omz/intel/face-detection-0205/nuclio) | Detector | OpenVINO | ✔️ | | diff --git a/site/content/en/docs/manual/advanced/ai-tools.md b/site/content/en/docs/manual/advanced/ai-tools.md index 14b628cc882d..f49a3a8e19ee 100644 --- a/site/content/en/docs/manual/advanced/ai-tools.md +++ b/site/content/en/docs/manual/advanced/ai-tools.md @@ -185,11 +185,13 @@ To annotate with detectors, do the following: 3. From the left drop-down select the DL model label, from the right drop-down select the matching label of your task. - ![](/images/image187.jpg) + ![](/images/detectors_tab.png) 4. (Optional) If the model returns masks, and you need to convert masks to polygons, use the **Convert masks to polygons** toggle. -5. Click **Annotate**. +5. (Optional) You can specify a **Threshold** for the model. If not provided, the + default value from the model settings will be used. +6. Click **Annotate**. This action will automatically annotate one frame. For automatic annotation of multiple frames, @@ -205,7 +207,6 @@ see {{< ilink "/docs/manual/advanced/automatic-annotation" "Automatic annotation | Faster RCNN | The model generates bounding boxes for each instance of an object in the image.
In this model, RPN and Fast R-CNN are combined into a single network.

For more information, see:
  • [GitHub: Faster RCNN](https://github.com/ShaoqingRen/faster_rcnn)
  • [Paper: Faster RCNN](https://arxiv.org/pdf/1506.01497.pdf) | | YOLO v3 | YOLO v3 is a family of object detection architectures and models pre-trained on the COCO dataset.

    For more information, see:
  • [GitHub: YOLO v3](https://github.com/ultralytics/yolov3)
  • [Site: YOLO v3](https://docs.ultralytics.com/#yolov3)
  • [Paper: YOLO v3](https://arxiv.org/pdf/1804.02767v1.pdf) | | Semantic segmentation for ADAS | This is a segmentation network to classify each pixel into 20 classes.

    For more information, see:
  • [Site: ADAS](https://docs.openvino.ai/2019_R1/_semantic_segmentation_adas_0001_description_semantic_segmentation_adas_0001.html) | -| Mask RCNN with Tensorflow | Mask RCNN version with Tensorflow. The model generates polygons for each instance of an object in the image.

    For more information, see:
  • [GitHub: Mask RCNN](https://github.com/matterport/Mask_RCNN)
  • [Paper: Mask RCNN](https://arxiv.org/pdf/1703.06870.pdf) | | Faster RCNN with Tensorflow | Faster RCNN version with Tensorflow. The model generates bounding boxes for each instance of an object in the image.
    In this model, RPN and Fast R-CNN are combined into a single network.

    For more information, see:
  • [Site: Faster RCNN with Tensorflow](https://docs.openvino.ai/2021.4/omz_models_model_faster_rcnn_inception_v2_coco.html)
  • [Paper: Faster RCNN](https://arxiv.org/pdf/1506.01497.pdf) | | RetinaNet | Pytorch implementation of RetinaNet object detection.


    For more information, see:
  • [Specification: RetinaNet](https://paperswithcode.com/lib/detectron2/retinanet)
  • [Paper: RetinaNet](https://arxiv.org/pdf/1708.02002.pdf)
  • [Documentation: RetinaNet](https://detectron2.readthedocs.io/en/latest/tutorials/training.html) | | Face Detection | Face detector based on MobileNetV2 as a backbone for indoor and outdoor scenes shot by a front-facing camera.


    For more information, see:
  • [Site: Face Detection 0205](https://docs.openvino.ai/latest/omz_models_model_face_detection_0205.html) | diff --git a/site/content/en/docs/manual/advanced/automatic-annotation.md b/site/content/en/docs/manual/advanced/automatic-annotation.md index e82bbfce82b1..a2062b2fd9fb 100644 --- a/site/content/en/docs/manual/advanced/automatic-annotation.md +++ b/site/content/en/docs/manual/advanced/automatic-annotation.md @@ -42,8 +42,10 @@ To start automatic annotation, do the following: 1. [Match the labels](#labels-matching) of the model and the task. 1. (Optional) In case you need the model to return masks as polygons, switch toggle **Return masks as polygons**. 1. (Optional) In case you need to remove all previous annotations, switch toggle **Clean old annotations**. +1. (Optional) You can specify a **Threshold** for the model. + If not provided, the default value from the model settings will be used. - ![](/images/image120.jpg) + ![](/images/running_automatic_annotation.png) 1. Click **Annotate**. diff --git a/site/content/en/docs/manual/advanced/serverless-tutorial.md b/site/content/en/docs/manual/advanced/serverless-tutorial.md index 5211886208e8..a8be220f2112 100644 --- a/site/content/en/docs/manual/advanced/serverless-tutorial.md +++ b/site/content/en/docs/manual/advanced/serverless-tutorial.md @@ -24,8 +24,8 @@ that can _perfectly_ annotate 50% of your data equates to reducing manual annota Since we know DL models can help us to annotate faster, how then do we use them? In CVAT all such DL models are implemented as serverless functions using the [Nuclio][nuclio-homepage] serverless platform. There are multiple implemented functions that can be -found in the [serverless][cvat-builtin-serverless] directory such as _Mask RCNN, -Faster RCNN, SiamMask, Inside Outside Guidance, Deep Extreme Cut_, etc. +found in the [serverless][cvat-builtin-serverless] directory such as +_Mask RCNN, Faster RCNN, SiamMask, Inside Outside Guidance, Deep Extreme Cut_, etc. Follow [the installation guide][cvat-auto-annotation-guide] to build and deploy these serverless functions. See [the user guide][cvat-ai-tools-user-guide] to understand how to use these functions in the UI to automatically annotate data. @@ -161,7 +161,8 @@ Finally you will get bounding boxes. ![SiamMask results](/images/siammask_results.gif) `SiamMask` model is more optimized to work on Nvidia GPUs. -For more information about deploying the model for the GPU, [read on](#objects-segmentation-using-mask-rcnn). + +- For more information about deploying the model for the GPU, [read on](#object-segmentation-using-segment-anything). ### Object detection using YOLO-v3 @@ -208,67 +209,60 @@ above. Choose the `magic wand` tool, go to the `Detectors` tab, and select `YOLO v3` model. Press `Annotate` button and after a couple of seconds you should see detection results. Do not forget to save annotations. -![YOLO v3 results](/images/yolo_v3_results.jpg) +![YOLO v3 results](/images/yolo_v3_results.png) Also it is possible to run a detector for the whole annotation task. Thus CVAT will run the serverless function on every frame of the task and submit results directly into database. For more details please read [the guide][cvat-auto-annotation-user-guide]. -### Objects segmentation using Mask-RCNN +### Object segmentation using Segment Anything -If you have a detector, which returns polygons, you can segment objects. One -of such detectors is `Mask-RCNN`. There are several implementations of the -detector available out of the box: +If you have an interactor that returns masks, you can use it to segment objects. +One such interactor is `Segment Anything`. Several implementations are available out of the box: -- `serverless/openvino/omz/public/mask_rcnn_inception_resnet_v2_atrous_coco` is - optimized using [Intel OpenVINO framework][intel-openvino-url] and works well - if it is run on an Intel CPU. -- `serverless/tensorflow/matterport/mask_rcnn/` is optimized for GPU. +- `serverless/pytorch/facebookresearch/sam/` Includes two versions: one optimized for CPU and another for GPU. -The deployment process for a serverless function optimized for GPU is similar. -Just need to run `serverless/deploy_gpu.sh` script. It runs mostly the same -commands but utilize `function-gpu.yaml` configuration file instead of -`function.yaml` internally. See next sections if you want to understand the -difference. +Deploying a serverless function optimized for GPU follows a similar process. +You only need to run the `serverless/deploy_gpu.sh` script, which executes the +same commands but utilizes the `function-gpu.yaml` configuration file instead of `function.yaml`. +See the following sections for details on the differences. -_Note: Please do not run several GPU functions at the same time. In many cases it -will not work out of the box. For now you should manually schedule different -functions on different GPUs and it requires source code modification. Nuclio -autoscaler does not support the local platform (docker)._ +_Note: Please do not run several GPU functions at the same time. In many cases, it will not work out of the box. +For now, you should manually schedule different functions on different GPUs and it requires source code modification. +Nuclio autoscaler does not support the local platform (docker)._
    ```bash -serverless/deploy_gpu.sh serverless/tensorflow/matterport/mask_rcnn +serverless/deploy_gpu.sh serverless/pytorch/facebookresearch/sam/ ``` ``` -Deploying serverless/tensorflow/matterport/mask_rcnn function... -21.07.12 16:48:48.995 nuctl (I) Deploying function {"name": ""} -21.07.12 16:48:48.995 nuctl (I) Building {"versionInfo": "Label: 1.5.16, Git commit: ae43a6a560c2bec42d7ccfdf6e8e11a1e3cc3774, OS: linux, Arch: amd64, Go version: go1.14.3", "name": ""} -21.07.12 16:48:49.356 nuctl (I) Cleaning up before deployment {"functionName": "tf-matterport-mask-rcnn"} -21.07.12 16:48:49.470 nuctl (I) Function already exists, deleting function containers {"functionName": "tf-matterport-mask-rcnn"} -21.07.12 16:48:50.247 nuctl (I) Staging files and preparing base images -21.07.12 16:48:50.248 nuctl (I) Building processor image {"imageName": "cvat/tf.matterport.mask_rcnn:latest"} -21.07.12 16:48:50.249 nuctl.platform.docker (I) Pulling image {"imageName": "quay.io/nuclio/handler-builder-python-onbuild:1.5.16-amd64"} -21.07.12 16:48:53.674 nuctl.platform.docker (I) Pulling image {"imageName": "quay.io/nuclio/uhttpc:0.0.1-amd64"} -21.07.12 16:48:57.424 nuctl.platform (I) Building docker image {"image": "cvat/tf.matterport.mask_rcnn:latest"} -21.07.12 16:48:57.763 nuctl.platform (I) Pushing docker image into registry {"image": "cvat/tf.matterport.mask_rcnn:latest", "registry": ""} -21.07.12 16:48:57.764 nuctl.platform (I) Docker image was successfully built and pushed into docker registry {"image": "cvat/tf.matterport.mask_rcnn:latest"} -21.07.12 16:48:57.764 nuctl (I) Build complete {"result": {"Image":"cvat/tf.matterport.mask_rcnn:latest","UpdatedFunctionConfig":{"metadata":{"name":"tf-matterport-mask-rcnn","namespace":"nuclio","labels":{"nuclio.io/project-name":"cvat"},"annotations":{"framework":"tensorflow","name":"Mask RCNN via Tensorflow","spec":"[\n { \"id\": 0, \"name\": \"BG\" },\n { \"id\": 1, \"name\": \"person\" },\n { \"id\": 2, \"name\": \"bicycle\" },\n { \"id\": 3, \"name\": \"car\" },\n { \"id\": 4, \"name\": \"motorcycle\" },\n { \"id\": 5, \"name\": \"airplane\" },\n { \"id\": 6, \"name\": \"bus\" },\n { \"id\": 7, \"name\": \"train\" },\n { \"id\": 8, \"name\": \"truck\" },\n { \"id\": 9, \"name\": \"boat\" },\n { \"id\": 10, \"name\": \"traffic_light\" },\n { \"id\": 11, \"name\": \"fire_hydrant\" },\n { \"id\": 12, \"name\": \"stop_sign\" },\n { \"id\": 13, \"name\": \"parking_meter\" },\n { \"id\": 14, \"name\": \"bench\" },\n { \"id\": 15, \"name\": \"bird\" },\n { \"id\": 16, \"name\": \"cat\" },\n { \"id\": 17, \"name\": \"dog\" },\n { \"id\": 18, \"name\": \"horse\" },\n { \"id\": 19, \"name\": \"sheep\" },\n { \"id\": 20, \"name\": \"cow\" },\n { \"id\": 21, \"name\": \"elephant\" },\n { \"id\": 22, \"name\": \"bear\" },\n { \"id\": 23, \"name\": \"zebra\" },\n { \"id\": 24, \"name\": \"giraffe\" },\n { \"id\": 25, \"name\": \"backpack\" },\n { \"id\": 26, \"name\": \"umbrella\" },\n { \"id\": 27, \"name\": \"handbag\" },\n { \"id\": 28, \"name\": \"tie\" },\n { \"id\": 29, \"name\": \"suitcase\" },\n { \"id\": 30, \"name\": \"frisbee\" },\n { \"id\": 31, \"name\": \"skis\" },\n { \"id\": 32, \"name\": \"snowboard\" },\n { \"id\": 33, \"name\": \"sports_ball\" },\n { \"id\": 34, \"name\": \"kite\" },\n { \"id\": 35, \"name\": \"baseball_bat\" },\n { \"id\": 36, \"name\": \"baseball_glove\" },\n { \"id\": 37, \"name\": \"skateboard\" },\n { \"id\": 38, \"name\": \"surfboard\" },\n { \"id\": 39, \"name\": \"tennis_racket\" },\n { \"id\": 40, \"name\": \"bottle\" },\n { \"id\": 41, \"name\": \"wine_glass\" },\n { \"id\": 42, \"name\": \"cup\" },\n { \"id\": 43, \"name\": \"fork\" },\n { \"id\": 44, \"name\": \"knife\" },\n { \"id\": 45, \"name\": \"spoon\" },\n { \"id\": 46, \"name\": \"bowl\" },\n { \"id\": 47, \"name\": \"banana\" },\n { \"id\": 48, \"name\": \"apple\" },\n { \"id\": 49, \"name\": \"sandwich\" },\n { \"id\": 50, \"name\": \"orange\" },\n { \"id\": 51, \"name\": \"broccoli\" },\n { \"id\": 52, \"name\": \"carrot\" },\n { \"id\": 53, \"name\": \"hot_dog\" },\n { \"id\": 54, \"name\": \"pizza\" },\n { \"id\": 55, \"name\": \"donut\" },\n { \"id\": 56, \"name\": \"cake\" },\n { \"id\": 57, \"name\": \"chair\" },\n { \"id\": 58, \"name\": \"couch\" },\n { \"id\": 59, \"name\": \"potted_plant\" },\n { \"id\": 60, \"name\": \"bed\" },\n { \"id\": 61, \"name\": \"dining_table\" },\n { \"id\": 62, \"name\": \"toilet\" },\n { \"id\": 63, \"name\": \"tv\" },\n { \"id\": 64, \"name\": \"laptop\" },\n { \"id\": 65, \"name\": \"mouse\" },\n { \"id\": 66, \"name\": \"remote\" },\n { \"id\": 67, \"name\": \"keyboard\" },\n { \"id\": 68, \"name\": \"cell_phone\" },\n { \"id\": 69, \"name\": \"microwave\" },\n { \"id\": 70, \"name\": \"oven\" },\n { \"id\": 71, \"name\": \"toaster\" },\n { \"id\": 72, \"name\": \"sink\" },\n { \"id\": 73, \"name\": \"refrigerator\" },\n { \"id\": 74, \"name\": \"book\" },\n { \"id\": 75, \"name\": \"clock\" },\n { \"id\": 76, \"name\": \"vase\" },\n { \"id\": 77, \"name\": \"scissors\" },\n { \"id\": 78, \"name\": \"teddy_bear\" },\n { \"id\": 79, \"name\": \"hair_drier\" },\n { \"id\": 80, \"name\": \"toothbrush\" }\n]\n","type":"detector"}},"spec":{"description":"Mask RCNN optimized for GPU","handler":"main:handler","runtime":"python:3.6","env":[{"name":"MASK_RCNN_DIR","value":"/opt/nuclio/Mask_RCNN"}],"resources":{"limits":{"nvidia.com/gpu":"1"}},"image":"cvat/tf.matterport.mask_rcnn:latest","targetCPU":75,"triggers":{"myHttpTrigger":{"class":"","kind":"http","name":"myHttpTrigger","maxWorkers":1,"workerAvailabilityTimeoutMilliseconds":10000,"attributes":{"maxRequestBodySize":33554432}}},"volumes":[{"volume":{"name":"volume-1","hostPath":{"path":"/home/nmanovic/Workspace/cvat/serverless/common"}},"volumeMount":{"name":"volume-1","mountPath":"/opt/nuclio/common"}}],"build":{"functionConfigPath":"serverless/tensorflow/matterport/mask_rcnn/nuclio/function-gpu.yaml","image":"cvat/tf.matterport.mask_rcnn","baseImage":"tensorflow/tensorflow:1.15.5-gpu-py3","directives":{"postCopy":[{"kind":"WORKDIR","value":"/opt/nuclio"},{"kind":"RUN","value":"apt update \u0026\u0026 apt install --no-install-recommends -y git curl"},{"kind":"RUN","value":"git clone --depth 1 https://github.com/matterport/Mask_RCNN.git"},{"kind":"RUN","value":"curl -L https://github.com/matterport/Mask_RCNN/releases/download/v2.0/mask_rcnn_coco.h5 -o Mask_RCNN/mask_rcnn_coco.h5"},{"kind":"RUN","value":"pip3 install numpy cython pyyaml keras==2.1.0 scikit-image Pillow"}]},"codeEntryType":"image"},"platform":{"attributes":{"mountMode":"volume","restartPolicy":{"maximumRetryCount":3,"name":"always"}}},"readinessTimeoutSeconds":60,"securityContext":{},"eventTimeout":"30s"}}}} -21.07.12 16:48:59.071 nuctl.platform (I) Waiting for function to be ready {"timeout": 60} -21.07.12 16:49:00.437 nuctl (I) Function deploy complete {"functionName": "tf-matterport-mask-rcnn", "httpPort": 49155} +25.01.30 11:02:07.034 (I) nuctl Deploying function {"name": "pth-facebookresearch-sam-vit-h"} +25.01.30 11:02:07.034 (I) nuctl Building {"builderKind": "docker", "versionInfo": "Label: 1.13.0, Git commit: c4422eb772781fb50fbf017698aae96199d81388, OS: linux, Arch: amd64, Go version: go1.21.7", "name": "pth-facebookresearch-sam-vit-h"} +25.01.30 11:02:07.159 (I) nuctl Staging files and preparing base images +25.01.30 11:02:07.160 (W) nuctl Using user provided base image, runtime interpreter version is provided by the base image {"baseImage": "ubuntu:22.04"} +25.01.30 11:02:07.160 (I) nuctl Building processor image {"registryURL": "", "taggedImageName": "cvat.pth.facebookresearch.sam.vit_h:latest"} +25.01.30 11:02:07.160 (I) nuctl.platform.docker Pulling image {"imageName": "quay.io/nuclio/handler-builder-python-onbuild:1.13.0-amd64"} +25.01.30 11:02:09.656 (I) nuctl.platform.docker Pulling image {"imageName": "quay.io/nuclio/uhttpc:0.0.1-amd64"} +25.01.30 11:02:12.174 (I) nuctl.platform Building docker image {"image": "cvat.pth.facebookresearch.sam.vit_h:latest"} +25.01.30 11:20:54.431 (I) nuctl.platform Pushing docker image into registry {"image": "cvat.pth.facebookresearch.sam.vit_h:latest", "registry": ""} +25.01.30 11:20:54.431 (I) nuctl.platform Docker image was successfully built and pushed into docker registry {"image": "cvat.pth.facebookresearch.sam.vit_h:latest"} +25.01.30 11:20:54.431 (I) nuctl Build complete {"image": "cvat.pth.facebookresearch.sam.vit_h:latest"} +25.01.30 11:20:54.436 (I) nuctl Cleaning up before deployment {"functionName": "pth-facebookresearch-sam-vit-h"} +25.01.30 11:20:55.018 (I) nuctl.platform Waiting for function to be ready {"timeout": 120} +25.01.30 11:20:56.719 (I) nuctl Function deploy complete {"functionName": "pth-facebookresearch-sam-vit-h", "httpPort": 32771, "internalInvocationURLs": ["172.18.0.22:8080"], "externalInvocationURLs": ["0.0.0.0:32771"]} ```
    -Now you should be able to annotate objects using segmentation masks. +Now you should be able to annotate objects using segment anything. -![Mask RCNN results](/images/mask_rcnn_results.jpg) +![Segment Anything results](/images/interactors_SAM.gif) ## Adding your own DL models diff --git a/site/content/en/images/detectors_tab.png b/site/content/en/images/detectors_tab.png new file mode 100644 index 0000000000000000000000000000000000000000..533ffc7115fc09a739b42e1a9deff872e97a0620 GIT binary patch literal 17503 zcmch(0#m=H9#Jt~GyjSDjktleXvI_|F6N4ZLNI zJvtm-ymnCsNxq&NWc7z%pgDqdU0%Jy?)m5UI*|pN?A0r2L^)}RkDlpA8NQAhGbyJR z{cR8Z$A|VF7WGF9cIoygGbjA-XoHaXWkUM)@qacI{Pg^7nf$c?3Hl-SXA7E^BMP;JfE+00ZJQ%d3@%E6YGmz%|Dx)XdXkR@V^h71u9 z5QrnFP-#M%&of>lN)!ltEHyX*SG>e=&8%IBu&r?sVW=@S@PBj&q6BVHHt4^qDr!M* zamuqiR($DHC`UbH;RAssp$&gnj)AObdlL+qMsF5)n>ixmtJ^3;cwN5&;6qE%KpTu1 zTTj}&E_AZ4QTRbu17i_OWHTDmtkjZfr8=OO`P)lTkK#K?DAmAU>Hv^3UNj?rYRQ^E zU1;uWnDotn>gh&YCA3-Ph^v%I^DEhQVnVqWWTmJhhaKQ+@)U`GYnEvmVcvRYDYQho 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z!{wGo)3&D(VqioXy2t0~X91a-nAqIv{CJYFXm#BRRSO2jUjX0>9J>S$Qh|NfT+{u}{lZjl=M22B+7XFTl$BzCf9lgmCx17VgE=;Nsp zV3;>_0Dy}=TAVF7Bs@V`y8$%=4D?Tt5`gYZD>_n~0_q8~!W$`2H{gIPK}AiO%T*uY zM?e>83y}}}k=M{aV}W3YG+EH4_ZBmJ)v(X&pR0NNKLd>pFjOv4-T+xX69SwExB*%0 zrPb_l{C3{%-l-yu((AWv`&PdHw=6K716R{2T>1!H9yVPs_SUOLhS25f*1fy3GB|Z& zpR4&>;MyaGu8#0^XV0G98I!k~ohd|iuAjM~A$YoH0aHhbP05Q3N4v#mR9dL literal 0 HcmV?d00001 From 559178e1f32c03b1ba3fbbd8f71c21cd3cfe0b1e Mon Sep 17 00:00:00 2001 From: Boris Sekachev Date: Fri, 31 Jan 2025 15:19:04 +0200 Subject: [PATCH 3/9] Replace deprecated `maxWorkers` by `numWorker` (#9029) --- serverless/onnx/WongKinYiu/yolov7/nuclio/function-gpu.yaml | 2 +- serverless/onnx/WongKinYiu/yolov7/nuclio/function.yaml | 2 +- serverless/openvino/dextr/nuclio/function.yaml | 2 +- .../openvino/omz/intel/face-detection-0205/nuclio/function.yaml | 2 +- .../person-reidentification-retail-0277/nuclio/function.yaml | 2 +- .../intel/semantic-segmentation-adas-0001/nuclio/function.yaml | 2 +- .../openvino/omz/intel/text-detection-0004/nuclio/function.yaml | 2 +- .../nuclio/function.yaml | 2 +- .../nuclio/function.yaml | 2 +- serverless/openvino/omz/public/yolo-v3-tf/nuclio/function.yaml | 2 +- serverless/pytorch/dschoerk/transt/nuclio/function-gpu.yaml | 2 +- serverless/pytorch/dschoerk/transt/nuclio/function.yaml | 2 +- .../detectron2/retinanet_r101/nuclio/function-gpu.yaml | 2 +- .../detectron2/retinanet_r101/nuclio/function.yaml | 2 +- .../pytorch/facebookresearch/sam/nuclio/function-gpu.yaml | 2 +- serverless/pytorch/facebookresearch/sam/nuclio/function.yaml | 2 +- serverless/pytorch/foolwood/siammask/nuclio/function-gpu.yaml | 2 +- serverless/pytorch/foolwood/siammask/nuclio/function.yaml | 2 +- serverless/pytorch/mmpose/hrnet32/nuclio/function.yaml | 2 +- serverless/pytorch/saic-vul/fbrs/nuclio/function.yaml | 2 +- serverless/pytorch/saic-vul/hrnet/nuclio/function-gpu.yaml | 2 +- serverless/pytorch/saic-vul/hrnet/nuclio/function.yaml | 2 +- serverless/pytorch/shiyinzhang/iog/nuclio/function.yaml | 2 +- .../faster_rcnn_inception_v2_coco/nuclio/function-gpu.yaml | 2 +- .../faster_rcnn_inception_v2_coco/nuclio/function.yaml | 2 +- 25 files changed, 25 insertions(+), 25 deletions(-) diff --git a/serverless/onnx/WongKinYiu/yolov7/nuclio/function-gpu.yaml b/serverless/onnx/WongKinYiu/yolov7/nuclio/function-gpu.yaml index a1f3ac70e88d..a7b2e6720f5d 100644 --- a/serverless/onnx/WongKinYiu/yolov7/nuclio/function-gpu.yaml +++ b/serverless/onnx/WongKinYiu/yolov7/nuclio/function-gpu.yaml @@ -116,7 +116,7 @@ spec: triggers: myHttpTrigger: - maxWorkers: 1 + numWorkers: 1 kind: 'http' workerAvailabilityTimeoutMilliseconds: 10000 attributes: diff --git a/serverless/onnx/WongKinYiu/yolov7/nuclio/function.yaml b/serverless/onnx/WongKinYiu/yolov7/nuclio/function.yaml index b1ff8463a03a..9e3754078de9 100644 --- a/serverless/onnx/WongKinYiu/yolov7/nuclio/function.yaml +++ b/serverless/onnx/WongKinYiu/yolov7/nuclio/function.yaml @@ -113,7 +113,7 @@ spec: triggers: myHttpTrigger: - maxWorkers: 2 + numWorkers: 2 kind: 'http' workerAvailabilityTimeoutMilliseconds: 10000 attributes: diff --git a/serverless/openvino/dextr/nuclio/function.yaml b/serverless/openvino/dextr/nuclio/function.yaml index 15a0c9ae1088..86d804af1a79 100644 --- a/serverless/openvino/dextr/nuclio/function.yaml +++ b/serverless/openvino/dextr/nuclio/function.yaml @@ -22,7 +22,7 @@ spec: triggers: myHttpTrigger: - maxWorkers: 2 + numWorkers: 2 kind: 'http' workerAvailabilityTimeoutMilliseconds: 10000 attributes: diff --git a/serverless/openvino/omz/intel/face-detection-0205/nuclio/function.yaml b/serverless/openvino/omz/intel/face-detection-0205/nuclio/function.yaml index e14799113c7e..85b75cd9e14c 100644 --- a/serverless/openvino/omz/intel/face-detection-0205/nuclio/function.yaml +++ b/serverless/openvino/omz/intel/face-detection-0205/nuclio/function.yaml @@ -37,7 +37,7 @@ spec: triggers: myHttpTrigger: - maxWorkers: 2 + numWorkers: 2 kind: 'http' workerAvailabilityTimeoutMilliseconds: 10000 attributes: diff --git a/serverless/openvino/omz/intel/person-reidentification-retail-0277/nuclio/function.yaml b/serverless/openvino/omz/intel/person-reidentification-retail-0277/nuclio/function.yaml index 39b4e981957f..9c4cd4b3e45b 100644 --- a/serverless/openvino/omz/intel/person-reidentification-retail-0277/nuclio/function.yaml +++ b/serverless/openvino/omz/intel/person-reidentification-retail-0277/nuclio/function.yaml @@ -18,7 +18,7 @@ spec: triggers: myHttpTrigger: - maxWorkers: 2 + numWorkers: 2 kind: 'http' workerAvailabilityTimeoutMilliseconds: 10000 attributes: diff --git a/serverless/openvino/omz/intel/semantic-segmentation-adas-0001/nuclio/function.yaml b/serverless/openvino/omz/intel/semantic-segmentation-adas-0001/nuclio/function.yaml index 1fdc514fbde0..d04eb3797342 100644 --- a/serverless/openvino/omz/intel/semantic-segmentation-adas-0001/nuclio/function.yaml +++ b/serverless/openvino/omz/intel/semantic-segmentation-adas-0001/nuclio/function.yaml @@ -41,7 +41,7 @@ spec: triggers: myHttpTrigger: - maxWorkers: 2 + numWorkers: 2 kind: 'http' workerAvailabilityTimeoutMilliseconds: 10000 attributes: diff --git a/serverless/openvino/omz/intel/text-detection-0004/nuclio/function.yaml b/serverless/openvino/omz/intel/text-detection-0004/nuclio/function.yaml index 1da18b533e42..852976758e90 100644 --- a/serverless/openvino/omz/intel/text-detection-0004/nuclio/function.yaml +++ b/serverless/openvino/omz/intel/text-detection-0004/nuclio/function.yaml @@ -21,7 +21,7 @@ spec: triggers: myHttpTrigger: - maxWorkers: 2 + numWorkers: 2 kind: 'http' workerAvailabilityTimeoutMilliseconds: 10000 attributes: diff --git a/serverless/openvino/omz/public/faster_rcnn_inception_resnet_v2_atrous_coco/nuclio/function.yaml b/serverless/openvino/omz/public/faster_rcnn_inception_resnet_v2_atrous_coco/nuclio/function.yaml index 1da0f1a8194b..1442470689ae 100644 --- a/serverless/openvino/omz/public/faster_rcnn_inception_resnet_v2_atrous_coco/nuclio/function.yaml +++ b/serverless/openvino/omz/public/faster_rcnn_inception_resnet_v2_atrous_coco/nuclio/function.yaml @@ -100,7 +100,7 @@ spec: triggers: myHttpTrigger: - maxWorkers: 2 + numWorkers: 2 kind: 'http' workerAvailabilityTimeoutMilliseconds: 10000 attributes: diff --git a/serverless/openvino/omz/public/mask_rcnn_inception_resnet_v2_atrous_coco/nuclio/function.yaml b/serverless/openvino/omz/public/mask_rcnn_inception_resnet_v2_atrous_coco/nuclio/function.yaml index b93974e4167d..ae86d09af887 100644 --- a/serverless/openvino/omz/public/mask_rcnn_inception_resnet_v2_atrous_coco/nuclio/function.yaml +++ b/serverless/openvino/omz/public/mask_rcnn_inception_resnet_v2_atrous_coco/nuclio/function.yaml @@ -103,7 +103,7 @@ spec: triggers: myHttpTrigger: - maxWorkers: 2 + numWorkers: 2 kind: 'http' workerAvailabilityTimeoutMilliseconds: 10000 attributes: diff --git a/serverless/openvino/omz/public/yolo-v3-tf/nuclio/function.yaml b/serverless/openvino/omz/public/yolo-v3-tf/nuclio/function.yaml index f2bc28a36809..f863dc99fe81 100644 --- a/serverless/openvino/omz/public/yolo-v3-tf/nuclio/function.yaml +++ b/serverless/openvino/omz/public/yolo-v3-tf/nuclio/function.yaml @@ -100,7 +100,7 @@ spec: triggers: myHttpTrigger: - maxWorkers: 2 + numWorkers: 2 kind: 'http' workerAvailabilityTimeoutMilliseconds: 10000 attributes: diff --git a/serverless/pytorch/dschoerk/transt/nuclio/function-gpu.yaml b/serverless/pytorch/dschoerk/transt/nuclio/function-gpu.yaml index 3eebab004fbb..8c859826792b 100644 --- a/serverless/pytorch/dschoerk/transt/nuclio/function-gpu.yaml +++ b/serverless/pytorch/dschoerk/transt/nuclio/function-gpu.yaml @@ -46,7 +46,7 @@ spec: triggers: myHttpTrigger: - maxWorkers: 1 + numWorkers: 1 kind: 'http' workerAvailabilityTimeoutMilliseconds: 10000 attributes: diff --git a/serverless/pytorch/dschoerk/transt/nuclio/function.yaml b/serverless/pytorch/dschoerk/transt/nuclio/function.yaml index 34ff90cfb8d9..a2c4d509bfda 100644 --- a/serverless/pytorch/dschoerk/transt/nuclio/function.yaml +++ b/serverless/pytorch/dschoerk/transt/nuclio/function.yaml @@ -46,7 +46,7 @@ spec: triggers: myHttpTrigger: - maxWorkers: 1 + numWorkers: 1 kind: 'http' workerAvailabilityTimeoutMilliseconds: 10000 attributes: diff --git a/serverless/pytorch/facebookresearch/detectron2/retinanet_r101/nuclio/function-gpu.yaml b/serverless/pytorch/facebookresearch/detectron2/retinanet_r101/nuclio/function-gpu.yaml index 545f70ce1ebc..c5a9a9d576da 100644 --- a/serverless/pytorch/facebookresearch/detectron2/retinanet_r101/nuclio/function-gpu.yaml +++ b/serverless/pytorch/facebookresearch/detectron2/retinanet_r101/nuclio/function-gpu.yaml @@ -117,7 +117,7 @@ spec: triggers: myHttpTrigger: - maxWorkers: 1 + numWorkers: 1 kind: 'http' workerAvailabilityTimeoutMilliseconds: 10000 attributes: diff --git a/serverless/pytorch/facebookresearch/detectron2/retinanet_r101/nuclio/function.yaml b/serverless/pytorch/facebookresearch/detectron2/retinanet_r101/nuclio/function.yaml index 7e8088a38a50..b08beef2af3a 100644 --- a/serverless/pytorch/facebookresearch/detectron2/retinanet_r101/nuclio/function.yaml +++ b/serverless/pytorch/facebookresearch/detectron2/retinanet_r101/nuclio/function.yaml @@ -117,7 +117,7 @@ spec: triggers: myHttpTrigger: - maxWorkers: 2 + numWorkers: 2 kind: 'http' workerAvailabilityTimeoutMilliseconds: 10000 attributes: diff --git a/serverless/pytorch/facebookresearch/sam/nuclio/function-gpu.yaml b/serverless/pytorch/facebookresearch/sam/nuclio/function-gpu.yaml index 649cf0376579..b54350e69e1e 100644 --- a/serverless/pytorch/facebookresearch/sam/nuclio/function-gpu.yaml +++ b/serverless/pytorch/facebookresearch/sam/nuclio/function-gpu.yaml @@ -59,7 +59,7 @@ spec: value: ln -s /usr/bin/pip3 /usr/local/bin/pip && ln -s /usr/bin/python3 /usr/bin/python triggers: myHttpTrigger: - maxWorkers: 1 + numWorkers: 1 kind: 'http' workerAvailabilityTimeoutMilliseconds: 10000 attributes: diff --git a/serverless/pytorch/facebookresearch/sam/nuclio/function.yaml b/serverless/pytorch/facebookresearch/sam/nuclio/function.yaml index b2597ed5e9f7..d082d64f4017 100644 --- a/serverless/pytorch/facebookresearch/sam/nuclio/function.yaml +++ b/serverless/pytorch/facebookresearch/sam/nuclio/function.yaml @@ -54,7 +54,7 @@ spec: value: ln -s /usr/bin/pip3 /usr/local/bin/pip && ln -s /usr/bin/python3 /usr/bin/python triggers: myHttpTrigger: - maxWorkers: 2 + numWorkers: 2 kind: 'http' workerAvailabilityTimeoutMilliseconds: 10000 attributes: diff --git a/serverless/pytorch/foolwood/siammask/nuclio/function-gpu.yaml b/serverless/pytorch/foolwood/siammask/nuclio/function-gpu.yaml index e0b52cf48e3e..578bd4d0fed9 100644 --- a/serverless/pytorch/foolwood/siammask/nuclio/function-gpu.yaml +++ b/serverless/pytorch/foolwood/siammask/nuclio/function-gpu.yaml @@ -54,7 +54,7 @@ spec: triggers: myHttpTrigger: - maxWorkers: 2 + numWorkers: 2 kind: 'http' workerAvailabilityTimeoutMilliseconds: 10000 attributes: diff --git a/serverless/pytorch/foolwood/siammask/nuclio/function.yaml b/serverless/pytorch/foolwood/siammask/nuclio/function.yaml index b5edd740fe77..5d91a223eac4 100644 --- a/serverless/pytorch/foolwood/siammask/nuclio/function.yaml +++ b/serverless/pytorch/foolwood/siammask/nuclio/function.yaml @@ -52,7 +52,7 @@ spec: triggers: myHttpTrigger: - maxWorkers: 2 + numWorkers: 2 kind: 'http' workerAvailabilityTimeoutMilliseconds: 10000 attributes: diff --git a/serverless/pytorch/mmpose/hrnet32/nuclio/function.yaml b/serverless/pytorch/mmpose/hrnet32/nuclio/function.yaml index 7f19ac24b871..d2ce442adee3 100644 --- a/serverless/pytorch/mmpose/hrnet32/nuclio/function.yaml +++ b/serverless/pytorch/mmpose/hrnet32/nuclio/function.yaml @@ -197,7 +197,7 @@ spec: triggers: myHttpTrigger: - maxWorkers: 2 + numWorkers: 2 kind: 'http' workerAvailabilityTimeoutMilliseconds: 10000 attributes: diff --git a/serverless/pytorch/saic-vul/fbrs/nuclio/function.yaml b/serverless/pytorch/saic-vul/fbrs/nuclio/function.yaml index 276adc70995e..024297e192e0 100644 --- a/serverless/pytorch/saic-vul/fbrs/nuclio/function.yaml +++ b/serverless/pytorch/saic-vul/fbrs/nuclio/function.yaml @@ -48,7 +48,7 @@ spec: triggers: myHttpTrigger: - maxWorkers: 2 + numWorkers: 2 kind: 'http' workerAvailabilityTimeoutMilliseconds: 10000 attributes: diff --git a/serverless/pytorch/saic-vul/hrnet/nuclio/function-gpu.yaml b/serverless/pytorch/saic-vul/hrnet/nuclio/function-gpu.yaml index b2d0e743818b..a1499b7cdcb2 100644 --- a/serverless/pytorch/saic-vul/hrnet/nuclio/function-gpu.yaml +++ b/serverless/pytorch/saic-vul/hrnet/nuclio/function-gpu.yaml @@ -65,7 +65,7 @@ spec: triggers: myHttpTrigger: - maxWorkers: 1 + numWorkers: 1 kind: 'http' workerAvailabilityTimeoutMilliseconds: 10000 attributes: diff --git a/serverless/pytorch/saic-vul/hrnet/nuclio/function.yaml b/serverless/pytorch/saic-vul/hrnet/nuclio/function.yaml index 848834fd7ca8..1740526761e0 100644 --- a/serverless/pytorch/saic-vul/hrnet/nuclio/function.yaml +++ b/serverless/pytorch/saic-vul/hrnet/nuclio/function.yaml @@ -53,7 +53,7 @@ spec: triggers: myHttpTrigger: - maxWorkers: 1 + numWorkers: 1 kind: 'http' workerAvailabilityTimeoutMilliseconds: 10000 attributes: diff --git a/serverless/pytorch/shiyinzhang/iog/nuclio/function.yaml b/serverless/pytorch/shiyinzhang/iog/nuclio/function.yaml index e582b5c0711f..afd073a114da 100644 --- a/serverless/pytorch/shiyinzhang/iog/nuclio/function.yaml +++ b/serverless/pytorch/shiyinzhang/iog/nuclio/function.yaml @@ -60,7 +60,7 @@ spec: triggers: myHttpTrigger: - maxWorkers: 2 + numWorkers: 2 kind: 'http' workerAvailabilityTimeoutMilliseconds: 10000 attributes: diff --git a/serverless/tensorflow/faster_rcnn_inception_v2_coco/nuclio/function-gpu.yaml b/serverless/tensorflow/faster_rcnn_inception_v2_coco/nuclio/function-gpu.yaml index 062bbd08ad20..edc89f23d513 100644 --- a/serverless/tensorflow/faster_rcnn_inception_v2_coco/nuclio/function-gpu.yaml +++ b/serverless/tensorflow/faster_rcnn_inception_v2_coco/nuclio/function-gpu.yaml @@ -117,7 +117,7 @@ spec: triggers: myHttpTrigger: - maxWorkers: 1 + numWorkers: 1 kind: 'http' workerAvailabilityTimeoutMilliseconds: 10000 attributes: diff --git a/serverless/tensorflow/faster_rcnn_inception_v2_coco/nuclio/function.yaml b/serverless/tensorflow/faster_rcnn_inception_v2_coco/nuclio/function.yaml index bbc2a8394112..55e4d639791c 100644 --- a/serverless/tensorflow/faster_rcnn_inception_v2_coco/nuclio/function.yaml +++ b/serverless/tensorflow/faster_rcnn_inception_v2_coco/nuclio/function.yaml @@ -117,7 +117,7 @@ spec: triggers: myHttpTrigger: - maxWorkers: 2 + numWorkers: 2 kind: 'http' workerAvailabilityTimeoutMilliseconds: 10000 attributes: From 08b4cfe0acbe868ce45d74acdd77a1835de2fe30 Mon Sep 17 00:00:00 2001 From: Roman Donchenko Date: Fri, 31 Jan 2025 15:38:41 +0200 Subject: [PATCH 4/9] Remove duplicate settings from docker-compose.https.yml (#9028) These are unnecessary and when they're not updated in sync with `docker-compose.yml` (like now) they cause HTTPS deployments to use an outdated version of Traefik. --- changelog.d/20250130_185457_roman.md | 5 +++++ docker-compose.https.yml | 2 -- 2 files changed, 5 insertions(+), 2 deletions(-) create mode 100644 changelog.d/20250130_185457_roman.md diff --git a/changelog.d/20250130_185457_roman.md b/changelog.d/20250130_185457_roman.md new file mode 100644 index 000000000000..da9685bf806b --- /dev/null +++ b/changelog.d/20250130_185457_roman.md @@ -0,0 +1,5 @@ +### Fixed + +- \[Compose\] An outdated version of Traefik is no longer used in + deployments with HTTPS enabled + () diff --git a/docker-compose.https.yml b/docker-compose.https.yml index 78bfb79bee22..0246b19dfb1c 100644 --- a/docker-compose.https.yml +++ b/docker-compose.https.yml @@ -14,8 +14,6 @@ services: - traefik.http.routers.cvat-ui.tls.certresolver=lets-encrypt traefik: - image: traefik:v2.9 - container_name: traefik environment: TRAEFIK_ENTRYPOINTS_web_ADDRESS: :80 TRAEFIK_ENTRYPOINTS_web_HTTP_REDIRECTIONS_ENTRYPOINT_TO: websecure From 49d4eaa66a10149956eb8ebc5f85bcf8d19cf40c Mon Sep 17 00:00:00 2001 From: Boris Sekachev Date: Fri, 31 Jan 2025 16:01:49 +0200 Subject: [PATCH 5/9] Slightly improved warning message (#9033) --- cvat-ui/src/components/labels-editor/label-form.tsx | 2 +- cvat-ui/src/components/labels-editor/labels-editor.tsx | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/cvat-ui/src/components/labels-editor/label-form.tsx b/cvat-ui/src/components/labels-editor/label-form.tsx index be7e221a6454..a065d2962043 100644 --- a/cvat-ui/src/components/labels-editor/label-form.tsx +++ b/cvat-ui/src/components/labels-editor/label-form.tsx @@ -425,7 +425,7 @@ export default class LabelForm extends React.Component { className: 'cvat-modal-delete-label-attribute', icon: , title: `Do you want to remove the "${attr.name}" attribute?`, - content: 'This action is undone. All annotations associated to the attribute will be removed', + content: 'This action cannot be undone. All annotations associated to the attribute will be removed', type: 'warning', okButtonProps: { type: 'primary', danger: true }, onOk: () => { diff --git a/cvat-ui/src/components/labels-editor/labels-editor.tsx b/cvat-ui/src/components/labels-editor/labels-editor.tsx index dc9fccdaf791..645e28168164 100644 --- a/cvat-ui/src/components/labels-editor/labels-editor.tsx +++ b/cvat-ui/src/components/labels-editor/labels-editor.tsx @@ -162,7 +162,7 @@ export default class LabelsEditor extends React.PureComponent, title: `Do you want to delete "${label.name}" label?`, - content: 'This action is undone. All annotations associated to the label will be deleted.', + content: 'This action cannot be undone. All annotations associated to the label will be deleted.', type: 'warning', okButtonProps: { type: 'primary', danger: true }, onOk() { From 1a90c5ff498e5ec8c2538eb43d03d7aaa78c7a55 Mon Sep 17 00:00:00 2001 From: Roman Donchenko Date: Fri, 31 Jan 2025 16:10:49 +0200 Subject: [PATCH 6/9] AA functions: add more stringent label/shape type compatibility checking (#9005) These changes are meant to enforce several conditions: 1. A function should not be able to create shapes of type incompatible with the type of the label it declares (for example, if a function's label has type `rectangle`, it should not be able to create ellipses with that label). 2. A function should not be able to create shapes of type incompatible with the type of the label in the task being annotated. 3. If a function's declared label has a type incompatible with the type of the corresponding task label, then it should not run at all (since it would be impossible for it to output a shape with that label that wouldn't violate either condition 1 or 2). Altogether, these restrictions ensure that we don't create any shapes in a task that aren't compatible with that task's label types. In addition, set explicit label types for the predefined functions. --- ...0250128_144218_roman_aa_fun_label_types.md | 5 + cvat-sdk/cvat_sdk/auto_annotation/driver.py | 80 ++++++--- .../auto_annotation/functions/_torchvision.py | 4 +- .../functions/torchvision_detection.py | 2 + .../torchvision_instance_segmentation.py | 2 + .../en/docs/api_sdk/sdk/auto-annotation.md | 5 +- tests/python/sdk/test_auto_annotation.py | 165 ++++++++++++++---- 7 files changed, 199 insertions(+), 64 deletions(-) create mode 100644 changelog.d/20250128_144218_roman_aa_fun_label_types.md diff --git a/changelog.d/20250128_144218_roman_aa_fun_label_types.md b/changelog.d/20250128_144218_roman_aa_fun_label_types.md new file mode 100644 index 000000000000..4a9d9a7b1b0c --- /dev/null +++ b/changelog.d/20250128_144218_roman_aa_fun_label_types.md @@ -0,0 +1,5 @@ +### Added + +- \[SDK\] The shapes output by auto-annotation functions are now checked + for compatibility with the function's and the task's label specs + () diff --git a/cvat-sdk/cvat_sdk/auto_annotation/driver.py b/cvat-sdk/cvat_sdk/auto_annotation/driver.py index 05af519abdac..f3ae50a2b789 100644 --- a/cvat-sdk/cvat_sdk/auto_annotation/driver.py +++ b/cvat-sdk/cvat_sdk/auto_annotation/driver.py @@ -56,12 +56,28 @@ class _AnnotationMapper: class _LabelIdMapping: id: int sublabels: Mapping[int, Optional[_AnnotationMapper._SublabelIdMapping]] - expected_num_elements: int = 0 + expected_num_elements: int + expected_type: str _SpecIdMapping: TypeAlias = Mapping[int, Optional[_LabelIdMapping]] _spec_id_mapping: _SpecIdMapping + def _get_expected_function_output_type(self, fun_label, ds_label): + fun_output_type = getattr(fun_label, "type", "any") + if fun_output_type == "any": + return ds_label.type + + if self._conv_mask_to_poly and fun_output_type == "mask": + fun_output_type = "polygon" + + if not self._are_label_types_compatible(fun_output_type, ds_label.type): + raise BadFunctionError( + f"label {fun_label.name!r} has type {fun_output_type!r} in the function," + f" but {ds_label.type!r} in the dataset" + ) + return fun_output_type + def _build_label_id_mapping( self, fun_label: models.ILabel, @@ -70,36 +86,37 @@ def _build_label_id_mapping( label_nm: _LabelNameMapping, allow_unmatched_labels: bool, ) -> Optional[_LabelIdMapping]: - sl_map = {} - - if getattr(fun_label, "sublabels", []): - ds_sublabels_by_name = {ds_sl.name: ds_sl for ds_sl in ds_label.sublabels} - - def sublabel_mapping(fun_sl: models.ILabel) -> Optional[int]: - sublabel_nm = label_nm.map_sublabel(fun_sl.name) - if sublabel_nm is None: - return None - - ds_sl = ds_sublabels_by_name.get(sublabel_nm.name) - if not ds_sl: - if not allow_unmatched_labels: - raise BadFunctionError( - f"sublabel {fun_sl.name!r} of label {fun_label.name!r} is not in dataset" - ) - - self._logger.info( - "sublabel %r of label %r is not in dataset; any annotations using it will be ignored", - fun_sl.name, - fun_label.name, + ds_sublabels_by_name = {ds_sl.name: ds_sl for ds_sl in ds_label.sublabels} + + def sublabel_mapping(fun_sl: models.ILabel) -> Optional[int]: + sublabel_nm = label_nm.map_sublabel(fun_sl.name) + if sublabel_nm is None: + return None + + ds_sl = ds_sublabels_by_name.get(sublabel_nm.name) + if not ds_sl: + if not allow_unmatched_labels: + raise BadFunctionError( + f"sublabel {fun_sl.name!r} of label {fun_label.name!r} is not in dataset" ) - return None - return ds_sl.id + self._logger.info( + "sublabel %r of label %r is not in dataset; any annotations using it will be ignored", + fun_sl.name, + fun_label.name, + ) + return None - sl_map = {fun_sl.id: sublabel_mapping(fun_sl) for fun_sl in fun_label.sublabels} + return ds_sl.id return self._LabelIdMapping( - ds_label.id, sublabels=sl_map, expected_num_elements=len(ds_label.sublabels) + ds_label.id, + sublabels={ + fun_sl.id: sublabel_mapping(fun_sl) + for fun_sl in getattr(fun_label, "sublabels", []) + }, + expected_num_elements=len(ds_label.sublabels), + expected_type=self._get_expected_function_output_type(fun_label, ds_label), ) def _build_spec_id_mapping( @@ -254,6 +271,12 @@ def _remap_shape(self, shape: models.LabeledShapeRequest, ds_frame: int) -> bool shape.label_id = label_id_mapping.id + if not self._are_label_types_compatible(shape.type.value, label_id_mapping.expected_type): + raise BadFunctionError( + f"function output shape of type {shape.type.value!r}" + f" (expected {label_id_mapping.expected_type!r})" + ) + if shape.type.value == "mask" and self._conv_mask_to_poly: raise BadFunctionError("function output mask shape despite conv_mask_to_poly=True") @@ -269,6 +292,11 @@ def _remap_shape(self, shape: models.LabeledShapeRequest, ds_frame: int) -> bool def validate_and_remap(self, shapes: list[models.LabeledShapeRequest], ds_frame: int) -> None: shapes[:] = [shape for shape in shapes if self._remap_shape(shape, ds_frame)] + @staticmethod + def _are_label_types_compatible(source_type: str, destination_type: str) -> bool: + assert source_type != "any" + return destination_type == "any" or destination_type == source_type + @attrs.frozen(kw_only=True) class _DetectionFunctionContextImpl(DetectionFunctionContext): diff --git a/cvat-sdk/cvat_sdk/auto_annotation/functions/_torchvision.py b/cvat-sdk/cvat_sdk/auto_annotation/functions/_torchvision.py index accfd269ef48..7bbcb00d8c2e 100644 --- a/cvat-sdk/cvat_sdk/auto_annotation/functions/_torchvision.py +++ b/cvat-sdk/cvat_sdk/auto_annotation/functions/_torchvision.py @@ -10,6 +10,8 @@ class TorchvisionFunction: + _label_type = "any" + def __init__(self, model_name: str, weights_name: str = "DEFAULT", **kwargs) -> None: weights_enum = torchvision.models.get_model_weights(model_name) self._weights = weights_enum[weights_name] @@ -21,7 +23,7 @@ def __init__(self, model_name: str, weights_name: str = "DEFAULT", **kwargs) -> def spec(self) -> cvataa.DetectionFunctionSpec: return cvataa.DetectionFunctionSpec( labels=[ - cvataa.label_spec(cat, i) + cvataa.label_spec(cat, i, type=self._label_type) for i, cat in enumerate(self._weights.meta["categories"]) if cat != "N/A" ] diff --git a/cvat-sdk/cvat_sdk/auto_annotation/functions/torchvision_detection.py b/cvat-sdk/cvat_sdk/auto_annotation/functions/torchvision_detection.py index 03a44fda996b..227556236cda 100644 --- a/cvat-sdk/cvat_sdk/auto_annotation/functions/torchvision_detection.py +++ b/cvat-sdk/cvat_sdk/auto_annotation/functions/torchvision_detection.py @@ -11,6 +11,8 @@ class _TorchvisionDetectionFunction(TorchvisionFunction): + _label_type = "rectangle" + def detect( self, context: cvataa.DetectionFunctionContext, image: PIL.Image.Image ) -> list[models.LabeledShapeRequest]: diff --git a/cvat-sdk/cvat_sdk/auto_annotation/functions/torchvision_instance_segmentation.py b/cvat-sdk/cvat_sdk/auto_annotation/functions/torchvision_instance_segmentation.py index e1ac9e5cadae..c8d6d2580d53 100644 --- a/cvat-sdk/cvat_sdk/auto_annotation/functions/torchvision_instance_segmentation.py +++ b/cvat-sdk/cvat_sdk/auto_annotation/functions/torchvision_instance_segmentation.py @@ -50,6 +50,8 @@ def _generate_shapes( class _TorchvisionInstanceSegmentationFunction(TorchvisionFunction): + _label_type = "mask" + def detect( self, context: cvataa.DetectionFunctionContext, image: PIL.Image.Image ) -> list[models.LabeledShapeRequest]: diff --git a/site/content/en/docs/api_sdk/sdk/auto-annotation.md b/site/content/en/docs/api_sdk/sdk/auto-annotation.md index db564bffde81..7c275b70ec4a 100644 --- a/site/content/en/docs/api_sdk/sdk/auto-annotation.md +++ b/site/content/en/docs/api_sdk/sdk/auto-annotation.md @@ -63,8 +63,9 @@ class TorchvisionDetectionFunction: # describe the annotations return cvataa.DetectionFunctionSpec( labels=[ - cvataa.label_spec(cat, i) - for i, cat in enumerate(self._weights.meta['categories']) + cvataa.label_spec(cat, i, type="rectangle") + for i, cat in enumerate(self._weights.meta["categories"]) + if cat != "N/A" ] ) diff --git a/tests/python/sdk/test_auto_annotation.py b/tests/python/sdk/test_auto_annotation.py index aa744007c4dd..e2b86f588db5 100644 --- a/tests/python/sdk/test_auto_annotation.py +++ b/tests/python/sdk/test_auto_annotation.py @@ -153,7 +153,9 @@ def setup( "Auto-annotation test task", labels=[ models.PatchedLabelRequest(name="person"), - models.PatchedLabelRequest(name="car"), + models.PatchedLabelRequest(name="person-rect", type="rectangle"), + models.PatchedLabelRequest(name="person-mask", type="mask"), + models.PatchedLabelRequest(name="person-poly", type="polygon"), models.PatchedLabelRequest( name="cat", type="skeleton", @@ -192,7 +194,7 @@ def setup( def test_detection_rectangle(self): spec = cvataa.DetectionFunctionSpec( labels=[ - cvataa.label_spec("car", 123), + cvataa.label_spec("person", 123), cvataa.label_spec("bicycle (should be ignored)", 456), ], ) @@ -204,7 +206,7 @@ def detect( assert image.width == image.height == 333 return [ cvataa.rectangle( - 123, # car + 123, # person # produce different coordinates for different images [*image.getpixel((0, 0)), 300 + int(context.frame_name[0])], ), @@ -232,7 +234,7 @@ def detect( for i, shape in enumerate(shapes): assert shape.frame == i assert shape.type.value == "rectangle" - assert self.task_labels_by_id[shape.label_id].name == "car" + assert self.task_labels_by_id[shape.label_id].name == "person" assert shape.points[3] in {301, 302} assert shapes[0].points[0] != shapes[1].points[0] @@ -322,14 +324,14 @@ def detect(context, image): def test_detection_without_clearing(self): spec = cvataa.DetectionFunctionSpec( labels=[ - cvataa.label_spec("car", 123), + cvataa.label_spec("person", 123), ], ) def detect(context, image: PIL.Image.Image) -> list[models.LabeledShapeRequest]: return [ cvataa.rectangle( - 123, # car + 123, # person [5, 6, 7, 8], rotation=10, ), @@ -396,7 +398,7 @@ def detect( def test_conv_mask_to_poly(self): spec = cvataa.DetectionFunctionSpec( labels=[ - cvataa.label_spec("car", 123), + cvataa.label_spec("person", 123), ], ) @@ -426,14 +428,69 @@ def detect(context, image: PIL.Image.Image) -> list[models.LabeledShapeRequest]: assert received_cmtp is True + @pytest.mark.parametrize( + ["label_name", "label_type"], + [ + ("person", "any"), + ("person-rect", "any"), + ("person", "rectangle"), + ("person-rect", "rectangle"), + ], + ) + def test_type_compatibility(self, label_name: str, label_type: str) -> None: + spec = cvataa.DetectionFunctionSpec( + labels=[ + cvataa.label_spec(label_name, 123, type=label_type), + ] + ) + + def detect(context, image: PIL.Image.Image) -> list[models.LabeledShapeRequest]: + return [cvataa.rectangle(123, [1, 2, 3, 4])] + + cvataa.annotate_task(self.client, self.task.id, namespace(spec=spec, detect=detect)) + + @pytest.mark.parametrize( + ["label_name", "conv_mask_to_poly"], + [ + ("person-mask", False), + ("person-poly", True), + ], + ) + def test_type_compatibility_cmtp(self, label_name: str, conv_mask_to_poly: bool) -> None: + spec = cvataa.DetectionFunctionSpec( + labels=[ + cvataa.label_spec(label_name, 123, type="mask"), + ] + ) + + def detect( + context: cvataa.DetectionFunctionContext, image: PIL.Image.Image + ) -> list[models.LabeledShapeRequest]: + if context.conv_mask_to_poly: + return [cvataa.polygon(123, [1, 2, 3, 4, 5, 6])] + else: + return [cvataa.mask(123, [1, 0, 0, 0, 0])] + + cvataa.annotate_task( + self.client, + self.task.id, + namespace(spec=spec, detect=detect), + conv_mask_to_poly=conv_mask_to_poly, + ) + def _test_spec_dataset_mismatch( - self, exc_match: str, spec: cvataa.DetectionFunctionSpec + self, exc_match: str, spec: cvataa.DetectionFunctionSpec, *, conv_mask_to_poly: bool = False ) -> None: def detect(context, image): assert False with pytest.raises(cvataa.BadFunctionError, match=exc_match): - cvataa.annotate_task(self.client, self.task.id, namespace(spec=spec, detect=detect)) + cvataa.annotate_task( + self.client, + self.task.id, + namespace(spec=spec, detect=detect), + conv_mask_to_poly=conv_mask_to_poly, + ) def test_label_not_in_dataset(self): self._test_spec_dataset_mismatch( @@ -451,10 +508,33 @@ def test_sublabel_not_in_dataset(self): ), ) + def test_incompatible_label_type(self): + self._test_spec_dataset_mismatch( + "has type 'ellipse' in the function, but 'rectangle' in the dataset", + cvataa.DetectionFunctionSpec( + labels=[ + cvataa.label_spec("person-rect", 123, type="ellipse"), + ], + ), + ) + + self._test_spec_dataset_mismatch( + "has type 'polygon' in the function, but 'mask' in the dataset", + cvataa.DetectionFunctionSpec( + labels=[ + cvataa.label_spec("person-mask", 123, type="mask"), + ], + ), + conv_mask_to_poly=True, + ) + def _test_bad_function_detect(self, detect, exc_match: str) -> None: spec = cvataa.DetectionFunctionSpec( labels=[ - cvataa.label_spec("car", 123), + cvataa.label_spec("person", 123), + cvataa.label_spec("person", 124, type="rectangle"), + cvataa.label_spec("person-rect", 125), + cvataa.label_spec("person-rect", 126, type="rectangle"), cvataa.skeleton_label_spec( "cat", 456, @@ -618,7 +698,7 @@ def test_non_skeleton_with_elements(self): self._test_bad_function_detect( lambda context, image: [ cvataa.shape( - 456, + 123, type="rectangle", elements=[cvataa.keypoint(12, [1, 2])], ), @@ -626,6 +706,15 @@ def test_non_skeleton_with_elements(self): "non-skeleton shape with elements", ) + @pytest.mark.parametrize("label_id", [124, 125, 126]) + def test_incompatible_shape_type(self, label_id: int): + self._test_bad_function_detect( + lambda context, image: [ + cvataa.shape(label_id, type="ellipse"), + ], + r"shape of type 'ellipse' \(expected 'rectangle'\)", + ) + if torchvision_models is not None: import torch @@ -754,39 +843,26 @@ def setup( fxt_login: tuple[Client, str], ): self.client = fxt_login[0] - self.image = generate_image_file("1.png", size=(100, 100)) - image_dir = tmp_path / "images" - image_dir.mkdir() + self.image_dir = tmp_path / "images" + self.image_dir.mkdir() - image_path = image_dir / self.image.name + def _create_task(self, labels): + self.image = generate_image_file("1.png", size=(100, 100)) + image_path = self.image_dir / self.image.name image_path.write_bytes(self.image.getbuffer()) self.task = self.client.tasks.create_from_data( - models.TaskWriteRequest( - "Auto-annotation test task", - labels=[ - models.PatchedLabelRequest( - name="person", - type="skeleton", - sublabels=[ - models.SublabelRequest(name="left_eye"), - models.SublabelRequest(name="right_eye"), - ], - ), - models.PatchedLabelRequest(name="car"), - ], - ), + models.TaskWriteRequest("Auto-annotation test task", labels=labels), resources=[image_path], ) task_labels = self.task.get_labels() self.task_labels_by_id = {label.id: label for label in task_labels} - person_label = next(label for label in task_labels if label.name == "person") - self.person_sublabels_by_id = {sl.id: sl for sl in person_label.sublabels} - def test_torchvision_detection(self, monkeypatch: pytest.MonkeyPatch): + self._create_task([models.PatchedLabelRequest(name="car", type="rectangle")]) + monkeypatch.setattr(torchvision_models, "get_model", fake_get_detection_model) import cvat_sdk.auto_annotation.functions.torchvision_detection as td @@ -807,6 +883,8 @@ def test_torchvision_detection(self, monkeypatch: pytest.MonkeyPatch): assert annotations.shapes[0].points == [1, 2, 3, 4] def test_torchvision_instance_segmentation(self, monkeypatch: pytest.MonkeyPatch): + self._create_task([models.PatchedLabelRequest(name="car")]) + monkeypatch.setattr(torchvision_models, "get_model", fake_get_instance_segmentation_model) import cvat_sdk.auto_annotation.functions.torchvision_instance_segmentation as tis @@ -855,6 +933,23 @@ def test_torchvision_instance_segmentation(self, monkeypatch: pytest.MonkeyPatch assert expected_bitmap[round(y), round(x)] def test_torchvision_keypoint_detection(self, monkeypatch: pytest.MonkeyPatch): + self._create_task( + [ + models.PatchedLabelRequest( + name="person", + type="skeleton", + sublabels=[ + models.SublabelRequest(name="left_eye"), + models.SublabelRequest(name="right_eye"), + ], + ), + ] + ) + person_label = next( + label for label in self.task_labels_by_id.values() if label.name == "person" + ) + person_sublabels_by_id = {sl.id: sl for sl in person_label.sublabels} + monkeypatch.setattr(torchvision_models, "get_model", fake_get_keypoint_detection_model) import cvat_sdk.auto_annotation.functions.torchvision_keypoint_detection as tkd @@ -876,13 +971,13 @@ def test_torchvision_keypoint_detection(self, monkeypatch: pytest.MonkeyPatch): elements = sorted( annotations.shapes[0].elements, - key=lambda e: self.person_sublabels_by_id[e.label_id].name, + key=lambda e: person_sublabels_by_id[e.label_id].name, ) - assert self.person_sublabels_by_id[elements[0].label_id].name == "left_eye" + assert person_sublabels_by_id[elements[0].label_id].name == "left_eye" assert elements[0].points[0] == hash("left_eye") % 100 assert elements[0].occluded - assert self.person_sublabels_by_id[elements[1].label_id].name == "right_eye" + assert person_sublabels_by_id[elements[1].label_id].name == "right_eye" assert elements[1].points[0] == hash("right_eye") % 100 assert not elements[1].occluded From 0fa7df292a03cadfda645141dc202df09b33e54c Mon Sep 17 00:00:00 2001 From: Roman Donchenko Date: Fri, 31 Jan 2025 17:30:56 +0200 Subject: [PATCH 7/9] Update black to 25.x (#9034) --- cvat/apps/engine/cache.py | 2 +- cvat/apps/engine/frame_provider.py | 2 +- dev/requirements.txt | 2 +- 3 files changed, 3 insertions(+), 3 deletions(-) diff --git a/cvat/apps/engine/cache.py b/cvat/apps/engine/cache.py index c7befff73ec6..c89b5647e0e9 100644 --- a/cvat/apps/engine/cache.py +++ b/cvat/apps/engine/cache.py @@ -313,7 +313,7 @@ def _has_key(cls, key: str) -> bool: @staticmethod def _make_cache_key_prefix( - obj: Union[models.Task, models.Segment, models.Job, models.CloudStorage] + obj: Union[models.Task, models.Segment, models.Job, models.CloudStorage], ) -> str: if isinstance(obj, models.Task): return f"task_{obj.id}" diff --git a/cvat/apps/engine/frame_provider.py b/cvat/apps/engine/frame_provider.py index 7d46e574987e..bd468f9acd83 100644 --- a/cvat/apps/engine/frame_provider.py +++ b/cvat/apps/engine/frame_provider.py @@ -739,7 +739,7 @@ def make_frame_provider(data_source: models.Task) -> TaskFrameProvider: ... def make_frame_provider( - data_source: Union[models.Job, models.Segment, models.Task, Any] + data_source: Union[models.Job, models.Segment, models.Task, Any], ) -> IFrameProvider: if isinstance(data_source, models.Task): frame_provider = TaskFrameProvider(data_source) diff --git a/dev/requirements.txt b/dev/requirements.txt index 4603689ae469..2e6e68577658 100644 --- a/dev/requirements.txt +++ b/dev/requirements.txt @@ -1,4 +1,4 @@ -black==24.* +black==25.* isort==5.* pylint-django==2.5.3 pylint-plugin-utils==0.7 From 21901a3ad38c9729e1df74a5560feb2bfa0fceee Mon Sep 17 00:00:00 2001 From: Roman Donchenko Date: Fri, 31 Jan 2025 19:33:53 +0200 Subject: [PATCH 8/9] Blacken formats (#9036) Continuing to remove black exceptions. --- cvat/apps/dataset_manager/formats/camvid.py | 23 +- .../dataset_manager/formats/cityscapes.py | 32 +- cvat/apps/dataset_manager/formats/coco.py | 35 +- cvat/apps/dataset_manager/formats/cvat.py | 1560 ++++++++++------- cvat/apps/dataset_manager/formats/datumaro.py | 26 +- cvat/apps/dataset_manager/formats/icdar.py | 56 +- cvat/apps/dataset_manager/formats/imagenet.py | 15 +- cvat/apps/dataset_manager/formats/kitti.py | 27 +- cvat/apps/dataset_manager/formats/labelme.py | 11 +- cvat/apps/dataset_manager/formats/lfw.py | 11 +- .../dataset_manager/formats/market1501.py | 24 +- cvat/apps/dataset_manager/formats/mask.py | 26 +- cvat/apps/dataset_manager/formats/mot.py | 65 +- cvat/apps/dataset_manager/formats/mots.py | 57 +- .../dataset_manager/formats/openimages.py | 45 +- .../dataset_manager/formats/pascal_voc.py | 32 +- .../dataset_manager/formats/pointcloud.py | 20 +- cvat/apps/dataset_manager/formats/registry.py | 57 +- .../formats/transformations.py | 53 +- cvat/apps/dataset_manager/formats/utils.py | 53 +- .../dataset_manager/formats/velodynepoint.py | 23 +- cvat/apps/dataset_manager/formats/vggface2.py | 13 +- .../apps/dataset_manager/formats/widerface.py | 11 +- cvat/apps/dataset_manager/formats/yolo.py | 67 +- pyproject.toml | 1 - 25 files changed, 1337 insertions(+), 1006 deletions(-) diff --git a/cvat/apps/dataset_manager/formats/camvid.py b/cvat/apps/dataset_manager/formats/camvid.py index a99f6770b9af..7d004f1fc5d4 100644 --- a/cvat/apps/dataset_manager/formats/camvid.py +++ b/cvat/apps/dataset_manager/formats/camvid.py @@ -14,30 +14,35 @@ from .utils import make_colormap -@exporter(name='CamVid', ext='ZIP', version='1.0') +@exporter(name="CamVid", ext="ZIP", version="1.0") def _export(dst_file, temp_dir, instance_data, save_images=False): with GetCVATDataExtractor(instance_data, include_images=save_images) as extractor: dataset = Dataset.from_extractors(extractor, env=dm_env) dataset.transform(RotatedBoxesToPolygons) - dataset.transform('polygons_to_masks') - dataset.transform('boxes_to_masks') - dataset.transform('merge_instance_segments') + dataset.transform("polygons_to_masks") + dataset.transform("boxes_to_masks") + dataset.transform("merge_instance_segments") label_map = make_colormap(instance_data) - dataset.export(temp_dir, 'camvid', - save_images=save_images, apply_colormap=True, - label_map={label: label_map[label][0] for label in label_map}) + dataset.export( + temp_dir, + "camvid", + save_images=save_images, + apply_colormap=True, + label_map={label: label_map[label][0] for label in label_map}, + ) make_zip_archive(temp_dir, dst_file) -@importer(name='CamVid', ext='ZIP', version='1.0') + +@importer(name="CamVid", ext="ZIP", version="1.0") def _import(src_file, temp_dir, instance_data, load_data_callback=None, **kwargs): Archive(src_file.name).extractall(temp_dir) # We do not run detect_dataset before import because the Camvid format # has problem with the dataset detection in case of empty annotation file(s) # Details in: https://github.com/cvat-ai/datumaro/issues/43 - dataset = Dataset.import_from(temp_dir, 'camvid', env=dm_env) + dataset = Dataset.import_from(temp_dir, "camvid", env=dm_env) dataset = MaskToPolygonTransformation.convert_dataset(dataset, **kwargs) if load_data_callback is not None: load_data_callback(dataset, instance_data) diff --git a/cvat/apps/dataset_manager/formats/cityscapes.py b/cvat/apps/dataset_manager/formats/cityscapes.py index b2b98302cbad..680816f0f771 100644 --- a/cvat/apps/dataset_manager/formats/cityscapes.py +++ b/cvat/apps/dataset_manager/formats/cityscapes.py @@ -21,33 +21,37 @@ from .utils import make_colormap -@exporter(name='Cityscapes', ext='ZIP', version='1.0') +@exporter(name="Cityscapes", ext="ZIP", version="1.0") def _export(dst_file, temp_dir, instance_data, save_images=False): with GetCVATDataExtractor(instance_data, include_images=save_images) as extractor: dataset = Dataset.from_extractors(extractor, env=dm_env) dataset.transform(RotatedBoxesToPolygons) - dataset.transform('polygons_to_masks') - dataset.transform('boxes_to_masks') - dataset.transform('merge_instance_segments') - - dataset.export(temp_dir, 'cityscapes', save_images=save_images, - apply_colormap=True, label_map={label: info[0] - for label, info in make_colormap(instance_data).items()}) + dataset.transform("polygons_to_masks") + dataset.transform("boxes_to_masks") + dataset.transform("merge_instance_segments") + + dataset.export( + temp_dir, + "cityscapes", + save_images=save_images, + apply_colormap=True, + label_map={label: info[0] for label, info in make_colormap(instance_data).items()}, + ) make_zip_archive(temp_dir, dst_file) -@importer(name='Cityscapes', ext='ZIP', version='1.0') + +@importer(name="Cityscapes", ext="ZIP", version="1.0") def _import(src_file, temp_dir, instance_data, load_data_callback=None, **kwargs): Archive(src_file.name).extractall(temp_dir) - labelmap_file = osp.join(temp_dir, 'label_colors.txt') + labelmap_file = osp.join(temp_dir, "label_colors.txt") if not osp.isfile(labelmap_file): - colormap = {label: info[0] - for label, info in make_colormap(instance_data).items()} + colormap = {label: info[0] for label, info in make_colormap(instance_data).items()} write_label_map(labelmap_file, colormap) - detect_dataset(temp_dir, format_name='cityscapes', importer= dm_env.importers.get('cityscapes')) - dataset = Dataset.import_from(temp_dir, 'cityscapes', env=dm_env) + detect_dataset(temp_dir, format_name="cityscapes", importer=dm_env.importers.get("cityscapes")) + dataset = Dataset.import_from(temp_dir, "cityscapes", env=dm_env) dataset = MaskToPolygonTransformation.convert_dataset(dataset, **kwargs) if load_data_callback is not None: load_data_callback(dataset, instance_data) diff --git a/cvat/apps/dataset_manager/formats/coco.py b/cvat/apps/dataset_manager/formats/coco.py index 4fde1171c6e3..fe651c91ac88 100644 --- a/cvat/apps/dataset_manager/formats/coco.py +++ b/cvat/apps/dataset_manager/formats/coco.py @@ -20,22 +20,22 @@ from .registry import dm_env, exporter, importer -@exporter(name='COCO', ext='ZIP', version='1.0') +@exporter(name="COCO", ext="ZIP", version="1.0") def _export(dst_file, temp_dir, instance_data, save_images=False): with GetCVATDataExtractor(instance_data, include_images=save_images) as extractor: dataset = Dataset.from_extractors(extractor, env=dm_env) - dataset.export(temp_dir, 'coco_instances', save_images=save_images, - merge_images=False) + dataset.export(temp_dir, "coco_instances", save_images=save_images, merge_images=False) make_zip_archive(temp_dir, dst_file) -@importer(name='COCO', ext='JSON, ZIP', version='1.0') + +@importer(name="COCO", ext="JSON, ZIP", version="1.0") def _import(src_file, temp_dir, instance_data, load_data_callback=None, **kwargs): if zipfile.is_zipfile(src_file): zipfile.ZipFile(src_file).extractall(temp_dir) # We use coco importer because it gives better error message - detect_dataset(temp_dir, format_name='coco', importer=CocoImporter) - dataset = Dataset.import_from(temp_dir, 'coco_instances', env=dm_env) + detect_dataset(temp_dir, format_name="coco", importer=CocoImporter) + dataset = Dataset.import_from(temp_dir, "coco_instances", env=dm_env) if load_data_callback is not None: load_data_callback(dataset, instance_data) import_dm_annotations(dataset, instance_data) @@ -43,34 +43,35 @@ def _import(src_file, temp_dir, instance_data, load_data_callback=None, **kwargs if load_data_callback: raise NoMediaInAnnotationFileError() - dataset = Dataset.import_from(src_file.name, - 'coco_instances', env=dm_env) + dataset = Dataset.import_from(src_file.name, "coco_instances", env=dm_env) import_dm_annotations(dataset, instance_data) -@exporter(name='COCO Keypoints', ext='ZIP', version='1.0') + +@exporter(name="COCO Keypoints", ext="ZIP", version="1.0") def _export(dst_file, temp_dir, instance_data, save_images=False): with GetCVATDataExtractor(instance_data, include_images=save_images) as extractor: dataset = Dataset.from_extractors(extractor, env=dm_env) - dataset.export(temp_dir, 'coco_person_keypoints', save_images=save_images, - merge_images=False) + dataset.export( + temp_dir, "coco_person_keypoints", save_images=save_images, merge_images=False + ) make_zip_archive(temp_dir, dst_file) -@importer(name='COCO Keypoints', ext='JSON, ZIP', version='1.0') + +@importer(name="COCO Keypoints", ext="JSON, ZIP", version="1.0") def _import(src_file, temp_dir, instance_data, load_data_callback=None, **kwargs): def remove_extra_annotations(dataset): for item in dataset: # Boxes would have invalid (skeleton) labels, so remove them # TODO: find a way to import boxes - annotations = [ann for ann in item.annotations - if ann.type != AnnotationType.bbox] + annotations = [ann for ann in item.annotations if ann.type != AnnotationType.bbox] item.annotations = annotations if zipfile.is_zipfile(src_file): zipfile.ZipFile(src_file).extractall(temp_dir) # We use coco importer because it gives better error message - detect_dataset(temp_dir, format_name='coco', importer=CocoImporter) - dataset = Dataset.import_from(temp_dir, 'coco_person_keypoints', env=dm_env) + detect_dataset(temp_dir, format_name="coco", importer=CocoImporter) + dataset = Dataset.import_from(temp_dir, "coco_person_keypoints", env=dm_env) remove_extra_annotations(dataset) if load_data_callback is not None: load_data_callback(dataset, instance_data) @@ -79,6 +80,6 @@ def remove_extra_annotations(dataset): if load_data_callback: raise NoMediaInAnnotationFileError() - dataset = Dataset.import_from(src_file.name, 'coco_person_keypoints', env=dm_env) + dataset = Dataset.import_from(src_file.name, "coco_person_keypoints", env=dm_env) remove_extra_annotations(dataset) import_dm_annotations(dataset, instance_data) diff --git a/cvat/apps/dataset_manager/formats/cvat.py b/cvat/apps/dataset_manager/formats/cvat.py index 9f0dd0d983b9..f0d654bb781f 100644 --- a/cvat/apps/dataset_manager/formats/cvat.py +++ b/cvat/apps/dataset_manager/formats/cvat.py @@ -45,19 +45,20 @@ class CvatPath: - IMAGES_DIR = 'images' + IMAGES_DIR = "images" - MEDIA_EXTS = ('.jpg', '.jpeg', '.png') + MEDIA_EXTS = (".jpg", ".jpeg", ".png") + + BUILTIN_ATTRS = {"occluded", "outside", "keyframe", "track_id"} - BUILTIN_ATTRS = {'occluded', 'outside', 'keyframe', 'track_id'} class CvatExtractor(DatasetBase): - _SUPPORTED_SHAPES = ('box', 'polygon', 'polyline', 'points', 'skeleton') + _SUPPORTED_SHAPES = ("box", "polygon", "polyline", "points", "skeleton") def __init__(self, path, subsets=None): assert osp.isfile(path), path rootpath = osp.dirname(path) - images_dir = '' + images_dir = "" if osp.isdir(osp.join(rootpath, CvatPath.IMAGES_DIR)): images_dir = osp.join(rootpath, CvatPath.IMAGES_DIR) self._images_dir = images_dir @@ -83,7 +84,7 @@ def __len__(self): return len(self._items) def get(self, _id, subset=DEFAULT_SUBSET_NAME): - assert subset in self._subsets, '{} not in {}'.format(subset, ', '.join(self._subsets)) + assert subset in self._subsets, "{} not in {}".format(subset, ", ".join(self._subsets)) return super().get(_id, subset) @staticmethod @@ -92,13 +93,13 @@ def _get_subsets_from_anno(path): context = iter(context) for ev, el in context: - if ev == 'start': - if el.tag == 'subsets': + if ev == "start": + if el.tag == "subsets": if el.text is not None: - subsets = el.text.split('\n') + subsets = el.text.split("\n") return subsets - if ev == 'end': - if el.tag == 'meta': + if ev == "end": + if el.tag == "meta": return [DEFAULT_SUBSET_NAME] el.clear() return [DEFAULT_SUBSET_NAME] @@ -111,15 +112,20 @@ def parse_image_dir(image_dir, subset): for file in sorted(glob(image_dir), key=osp.basename): name, ext = osp.splitext(osp.basename(file)) if ext.lower() in CvatPath.MEDIA_EXTS: - items[(subset, name)] = DatasetItem(id=name, annotations=[], - media=Image(path=file), subset=subset or DEFAULT_SUBSET_NAME, + items[(subset, name)] = DatasetItem( + id=name, + annotations=[], + media=Image(path=file), + subset=subset or DEFAULT_SUBSET_NAME, ) - if subsets == [DEFAULT_SUBSET_NAME] and not osp.isdir(osp.join(image_dir, DEFAULT_SUBSET_NAME)): - parse_image_dir(osp.join(image_dir, '*.*'), None) + if subsets == [DEFAULT_SUBSET_NAME] and not osp.isdir( + osp.join(image_dir, DEFAULT_SUBSET_NAME) + ): + parse_image_dir(osp.join(image_dir, "*.*"), None) else: for subset in subsets: - parse_image_dir(osp.join(image_dir, subset, '*.*'), subset) + parse_image_dir(osp.join(image_dir, subset, "*.*"), subset) return items @classmethod @@ -142,33 +148,36 @@ def _parse(cls, path): image = None subset = None for ev, el in context: - if ev == 'start': - if el.tag == 'track': - frame_size = tasks_info[int(el.attrib.get('task_id'))]['frame_size'] \ - if el.attrib.get('task_id') else tuple(tasks_info.values())[0]['frame_size'] + if ev == "start": + if el.tag == "track": + frame_size = ( + tasks_info[int(el.attrib.get("task_id"))]["frame_size"] + if el.attrib.get("task_id") + else tuple(tasks_info.values())[0]["frame_size"] + ) track = { - 'id': el.attrib['id'], - 'label': el.attrib.get('label'), - 'group': int(el.attrib.get('group_id', 0)), - 'height': frame_size[0], - 'width': frame_size[1], + "id": el.attrib["id"], + "label": el.attrib.get("label"), + "group": int(el.attrib.get("group_id", 0)), + "height": frame_size[0], + "width": frame_size[1], } - subset = el.attrib.get('subset') + subset = el.attrib.get("subset") track_shapes = {} - elif el.tag == 'image': + elif el.tag == "image": image = { - 'name': el.attrib.get('name'), - 'frame': el.attrib['id'], - 'width': el.attrib.get('width'), - 'height': el.attrib.get('height'), + "name": el.attrib.get("name"), + "frame": el.attrib["id"], + "width": el.attrib.get("width"), + "height": el.attrib.get("height"), } - subset = el.attrib.get('subset') + subset = el.attrib.get("subset") elif el.tag in cls._SUPPORTED_SHAPES and (track or image): - if shape and shape['type'] == 'skeleton': + if shape and shape["type"] == "skeleton": element_attributes = {} shape_element = { - 'type': 'rectangle' if el.tag == 'box' else el.tag, - 'attributes': element_attributes, + "type": "rectangle" if el.tag == "box" else el.tag, + "attributes": element_attributes, } if track: shape_element.update(track) @@ -177,150 +186,177 @@ def _parse(cls, path): else: attributes = {} shape = { - 'type': 'rectangle' if el.tag == 'box' else el.tag, - 'attributes': attributes, + "type": "rectangle" if el.tag == "box" else el.tag, + "attributes": attributes, } - shape['elements'] = [] + shape["elements"] = [] if track: shape.update(track) - shape['track_id'] = int(track['id']) - shape['frame'] = el.attrib['frame'] + shape["track_id"] = int(track["id"]) + shape["frame"] = el.attrib["frame"] track_elements = [] if image: shape.update(image) - elif el.tag == 'tag' and image: + elif el.tag == "tag" and image: attributes = {} tag = { - 'frame': image['frame'], - 'attributes': attributes, - 'group': int(el.attrib.get('group_id', 0)), - 'label': el.attrib['label'], + "frame": image["frame"], + "attributes": attributes, + "group": int(el.attrib.get("group_id", 0)), + "label": el.attrib["label"], } - subset = el.attrib.get('subset') - elif ev == 'end': - if el.tag == 'attribute' and element_attributes is not None and shape_element is not None: - attr_value = el.text or '' - attr_type = attribute_types.get(el.attrib['name']) - if el.text in ['true', 'false']: - attr_value = attr_value == 'true' - elif attr_type is not None and attr_type != 'text': + subset = el.attrib.get("subset") + elif ev == "end": + if ( + el.tag == "attribute" + and element_attributes is not None + and shape_element is not None + ): + attr_value = el.text or "" + attr_type = attribute_types.get(el.attrib["name"]) + if el.text in ["true", "false"]: + attr_value = attr_value == "true" + elif attr_type is not None and attr_type != "text": try: attr_value = float(attr_value) except ValueError: pass - element_attributes[el.attrib['name']] = attr_value - - if el.tag == 'attribute' and attributes is not None and shape_element is None: - attr_value = el.text or '' - attr_type = attribute_types.get(el.attrib['name']) - if el.text in ['true', 'false']: - attr_value = attr_value == 'true' - elif attr_type is not None and attr_type != 'text': + element_attributes[el.attrib["name"]] = attr_value + + if el.tag == "attribute" and attributes is not None and shape_element is None: + attr_value = el.text or "" + attr_type = attribute_types.get(el.attrib["name"]) + if el.text in ["true", "false"]: + attr_value = attr_value == "true" + elif attr_type is not None and attr_type != "text": try: attr_value = float(attr_value) except ValueError: pass - attributes[el.attrib['name']] = attr_value - - elif el.tag in cls._SUPPORTED_SHAPES and shape["type"] == "skeleton" and el.tag != "skeleton": - shape_element['label'] = el.attrib.get('label') - shape_element['group'] = int(el.attrib.get('group_id', 0)) - - shape_element['type'] = el.tag - shape_element['z_order'] = int(el.attrib.get('z_order', 0)) - - if el.tag == 'box': - shape_element['points'] = list(map(float, [ - el.attrib['xtl'], el.attrib['ytl'], - el.attrib['xbr'], el.attrib['ybr'], - ])) + attributes[el.attrib["name"]] = attr_value + + elif ( + el.tag in cls._SUPPORTED_SHAPES + and shape["type"] == "skeleton" + and el.tag != "skeleton" + ): + shape_element["label"] = el.attrib.get("label") + shape_element["group"] = int(el.attrib.get("group_id", 0)) + + shape_element["type"] = el.tag + shape_element["z_order"] = int(el.attrib.get("z_order", 0)) + + if el.tag == "box": + shape_element["points"] = list( + map( + float, + [ + el.attrib["xtl"], + el.attrib["ytl"], + el.attrib["xbr"], + el.attrib["ybr"], + ], + ) + ) else: - shape_element['points'] = [] - for pair in el.attrib['points'].split(';'): - shape_element['points'].extend(map(float, pair.split(','))) + shape_element["points"] = [] + for pair in el.attrib["points"].split(";"): + shape_element["points"].extend(map(float, pair.split(","))) - if el.tag == 'points' and el.attrib.get('occluded') == '1': - shape_element['visibility'] = [Points.Visibility.hidden] * (len(shape_element['points']) // 2) + if el.tag == "points" and el.attrib.get("occluded") == "1": + shape_element["visibility"] = [Points.Visibility.hidden] * ( + len(shape_element["points"]) // 2 + ) else: - shape_element['occluded'] = (el.attrib.get('occluded') == '1') + shape_element["occluded"] = el.attrib.get("occluded") == "1" - if el.tag == 'points' and el.attrib.get('outside') == '1': - shape_element['visibility'] = [Points.Visibility.absent] * (len(shape_element['points']) // 2) + if el.tag == "points" and el.attrib.get("outside") == "1": + shape_element["visibility"] = [Points.Visibility.absent] * ( + len(shape_element["points"]) // 2 + ) else: - shape_element['outside'] = (el.attrib.get('outside') == '1') + shape_element["outside"] = el.attrib.get("outside") == "1" if track: - shape_element['keyframe'] = (el.attrib.get('keyframe') == '1') - if shape_element['keyframe']: + shape_element["keyframe"] = el.attrib.get("keyframe") == "1" + if shape_element["keyframe"]: track_elements.append(shape_element) else: - shape['elements'].append(shape_element) + shape["elements"].append(shape_element) shape_element = None elif el.tag in cls._SUPPORTED_SHAPES: if track is not None: - shape['frame'] = el.attrib['frame'] - shape['outside'] = (el.attrib.get('outside') == '1') - shape['keyframe'] = (el.attrib.get('keyframe') == '1') + shape["frame"] = el.attrib["frame"] + shape["outside"] = el.attrib.get("outside") == "1" + shape["keyframe"] = el.attrib.get("keyframe") == "1" if image is not None: - shape['label'] = el.attrib.get('label') - shape['group'] = int(el.attrib.get('group_id', 0)) - - shape['type'] = el.tag - shape['occluded'] = (el.attrib.get('occluded') == '1') - shape['z_order'] = int(el.attrib.get('z_order', 0)) - shape['rotation'] = float(el.attrib.get('rotation', 0)) - - if el.tag == 'box': - shape['points'] = list(map(float, [ - el.attrib['xtl'], el.attrib['ytl'], - el.attrib['xbr'], el.attrib['ybr'], - ])) - elif el.tag == 'skeleton': - shape['points'] = [] + shape["label"] = el.attrib.get("label") + shape["group"] = int(el.attrib.get("group_id", 0)) + + shape["type"] = el.tag + shape["occluded"] = el.attrib.get("occluded") == "1" + shape["z_order"] = int(el.attrib.get("z_order", 0)) + shape["rotation"] = float(el.attrib.get("rotation", 0)) + + if el.tag == "box": + shape["points"] = list( + map( + float, + [ + el.attrib["xtl"], + el.attrib["ytl"], + el.attrib["xbr"], + el.attrib["ybr"], + ], + ) + ) + elif el.tag == "skeleton": + shape["points"] = [] else: - shape['points'] = [] - for pair in el.attrib['points'].split(';'): - shape['points'].extend(map(float, pair.split(','))) + shape["points"] = [] + for pair in el.attrib["points"].split(";"): + shape["points"].extend(map(float, pair.split(","))) if track: if shape["type"] == "skeleton" and track_elements: shape["keyframe"] = True - track_shapes[shape['frame']] = shape - track_shapes[shape['frame']]['elements'] = track_elements + track_shapes[shape["frame"]] = shape + track_shapes[shape["frame"]]["elements"] = track_elements track_elements = None elif shape["type"] != "skeleton": - track_shapes[shape['frame']] = shape + track_shapes[shape["frame"]] = shape else: - frame_desc = items.get((subset, shape['frame']), {'annotations': []}) - frame_desc['annotations'].append( - cls._parse_shape_ann(shape, categories)) - items[(subset, shape['frame'])] = frame_desc + frame_desc = items.get((subset, shape["frame"]), {"annotations": []}) + frame_desc["annotations"].append(cls._parse_shape_ann(shape, categories)) + items[(subset, shape["frame"])] = frame_desc shape = None - elif el.tag == 'tag': - frame_desc = items.get((subset, tag['frame']), {'annotations': []}) - frame_desc['annotations'].append( - cls._parse_tag_ann(tag, categories)) - items[(subset, tag['frame'])] = frame_desc + elif el.tag == "tag": + frame_desc = items.get((subset, tag["frame"]), {"annotations": []}) + frame_desc["annotations"].append(cls._parse_tag_ann(tag, categories)) + items[(subset, tag["frame"])] = frame_desc tag = None - elif el.tag == 'track': + elif el.tag == "track": for track_shape in track_shapes.values(): - frame_desc = items.get((subset, track_shape['frame']), {'annotations': []}) - frame_desc['annotations'].append( - cls._parse_shape_ann(track_shape, categories)) - items[(subset, track_shape['frame'])] = frame_desc + frame_desc = items.get((subset, track_shape["frame"]), {"annotations": []}) + frame_desc["annotations"].append( + cls._parse_shape_ann(track_shape, categories) + ) + items[(subset, track_shape["frame"])] = frame_desc track = None - elif el.tag == 'image': - frame_desc = items.get((subset, image['frame']), {'annotations': []}) - frame_desc.update({ - 'name': image.get('name'), - 'height': image.get('height'), - 'width': image.get('width'), - 'subset': subset, - }) - items[(subset, image['frame'])] = frame_desc + elif el.tag == "image": + frame_desc = items.get((subset, image["frame"]), {"annotations": []}) + frame_desc.update( + { + "name": image.get("name"), + "height": image.get("height"), + "width": image.get("width"), + "subset": subset, + } + ) + items[(subset, image["frame"])] = frame_desc image = None el.clear() @@ -329,7 +365,7 @@ def _parse(cls, path): @staticmethod def _parse_meta(context): ev, el = next(context) - if not (ev == 'start' and el.tag == 'annotations'): + if not (ev == "start" and el.tag == "annotations"): raise Exception("Unexpected token ") categories = {} @@ -343,7 +379,8 @@ def _parse_meta(context): # Recursive descent parser el = None - states = ['annotations'] + states = ["annotations"] + def accepted(expected_state, tag, next_state=None): state = states[-1] if state == expected_state and el is not None and el.tag == tag: @@ -352,6 +389,7 @@ def accepted(expected_state, tag, next_state=None): states.append(next_state) return True return False + def consumed(expected_state, tag): state = states[-1] if state == expected_state and el is not None and el.tag == tag: @@ -360,194 +398,265 @@ def consumed(expected_state, tag): return False for ev, el in context: - if ev == 'start': - if accepted('annotations', 'meta'): pass - elif accepted('meta', 'task'): pass - elif accepted('meta', 'project'): pass - elif accepted('project', 'tasks'): pass - elif accepted('tasks', 'task'): pass - elif accepted('task', 'id', next_state='task_id'): pass - elif accepted('task', 'segment'): pass - elif accepted('task', 'mode'): pass - elif accepted('task', 'original_size'): pass - elif accepted('original_size', 'height', next_state='frame_height'): pass - elif accepted('original_size', 'width', next_state='frame_width'): pass - elif accepted('task', 'labels'): pass - elif accepted('project', 'labels'): pass - elif accepted('labels', 'label'): - label = { 'name': None, 'attributes': [] } - elif accepted('label', 'name', next_state='label_name'): pass - elif accepted('label', 'attributes'): pass - elif accepted('attributes', 'attribute'): pass - elif accepted('attribute', 'name', next_state='attr_name'): pass - elif accepted('attribute', 'input_type', next_state='attr_type'): pass - elif accepted('annotations', 'image') or \ - accepted('annotations', 'track') or \ - accepted('annotations', 'tag'): + if ev == "start": + if accepted("annotations", "meta"): + pass + elif accepted("meta", "task"): + pass + elif accepted("meta", "project"): + pass + elif accepted("project", "tasks"): + pass + elif accepted("tasks", "task"): + pass + elif accepted("task", "id", next_state="task_id"): + pass + elif accepted("task", "segment"): + pass + elif accepted("task", "mode"): + pass + elif accepted("task", "original_size"): + pass + elif accepted("original_size", "height", next_state="frame_height"): + pass + elif accepted("original_size", "width", next_state="frame_width"): + pass + elif accepted("task", "labels"): + pass + elif accepted("project", "labels"): + pass + elif accepted("labels", "label"): + label = {"name": None, "attributes": []} + elif accepted("label", "name", next_state="label_name"): + pass + elif accepted("label", "attributes"): + pass + elif accepted("attributes", "attribute"): + pass + elif accepted("attribute", "name", next_state="attr_name"): + pass + elif accepted("attribute", "input_type", next_state="attr_type"): + pass + elif ( + accepted("annotations", "image") + or accepted("annotations", "track") + or accepted("annotations", "tag") + ): break else: pass - elif ev == 'end': - if consumed('meta', 'meta'): + elif ev == "end": + if consumed("meta", "meta"): break - elif consumed('project', 'project'): pass - elif consumed('tasks', 'tasks'): pass - elif consumed('task', 'task'): + elif consumed("project", "project"): + pass + elif consumed("tasks", "tasks"): + pass + elif consumed("task", "task"): tasks_info[task_id] = { - 'frame_size': frame_size, - 'mode': mode, + "frame_size": frame_size, + "mode": mode, } frame_size = [None, None] mode = None - elif consumed('task_id', 'id'): + elif consumed("task_id", "id"): task_id = int(el.text) - elif consumed('segment', 'segment'): pass - elif consumed('mode', 'mode'): + elif consumed("segment", "segment"): + pass + elif consumed("mode", "mode"): mode = el.text - elif consumed('original_size', 'original_size'): pass - elif consumed('frame_height', 'height'): + elif consumed("original_size", "original_size"): + pass + elif consumed("frame_height", "height"): frame_size[0] = int(el.text) - elif consumed('frame_width', 'width'): + elif consumed("frame_width", "width"): frame_size[1] = int(el.text) - elif consumed('label_name', 'name'): - label['name'] = el.text - elif consumed('attr_name', 'name'): - label['attributes'].append({'name': el.text}) - elif consumed('attr_type', 'input_type'): - label['attributes'][-1]['input_type'] = el.text - elif consumed('attribute', 'attribute'): pass - elif consumed('attributes', 'attributes'): pass - elif consumed('label', 'label'): - labels[label['name']] = label['attributes'] + elif consumed("label_name", "name"): + label["name"] = el.text + elif consumed("attr_name", "name"): + label["attributes"].append({"name": el.text}) + elif consumed("attr_type", "input_type"): + label["attributes"][-1]["input_type"] = el.text + elif consumed("attribute", "attribute"): + pass + elif consumed("attributes", "attributes"): + pass + elif consumed("label", "label"): + labels[label["name"]] = label["attributes"] label = None - elif consumed('labels', 'labels'): pass + elif consumed("labels", "labels"): + pass else: pass - assert len(states) == 1 and states[0] == 'annotations', \ + assert len(states) == 1 and states[0] == "annotations", ( "Expected 'meta' section in the annotation file, path: %s" % states + ) - common_attrs = ['occluded'] - if 'interpolation' in map(lambda t: t['mode'], tasks_info.values()): - common_attrs.append('keyframe') - common_attrs.append('outside') - common_attrs.append('track_id') + common_attrs = ["occluded"] + if "interpolation" in map(lambda t: t["mode"], tasks_info.values()): + common_attrs.append("keyframe") + common_attrs.append("outside") + common_attrs.append("track_id") label_cat = LabelCategories(attributes=common_attrs) attribute_types = {} for label, attrs in labels.items(): - attr_names = {v['name'] for v in attrs} + attr_names = {v["name"] for v in attrs} label_cat.add(label, attributes=attr_names) for attr in attrs: - attribute_types[attr['name']] = attr['input_type'] + attribute_types[attr["name"]] = attr["input_type"] categories[AnnotationType.label] = label_cat return categories, tasks_info, attribute_types @classmethod def _parse_shape_ann(cls, ann, categories): - ann_id = ann.get('id', 0) - ann_type = ann['type'] - - attributes = ann.get('attributes') or {} - if 'occluded' in categories[AnnotationType.label].attributes: - attributes['occluded'] = ann.get('occluded', False) - if 'outside' in ann: - attributes['outside'] = ann['outside'] - if 'keyframe' in ann: - attributes['keyframe'] = ann['keyframe'] - if 'track_id' in ann: - attributes['track_id'] = ann['track_id'] - if 'rotation' in ann: - attributes['rotation'] = ann['rotation'] - - group = ann.get('group') - - label = ann.get('label') + ann_id = ann.get("id", 0) + ann_type = ann["type"] + + attributes = ann.get("attributes") or {} + if "occluded" in categories[AnnotationType.label].attributes: + attributes["occluded"] = ann.get("occluded", False) + if "outside" in ann: + attributes["outside"] = ann["outside"] + if "keyframe" in ann: + attributes["keyframe"] = ann["keyframe"] + if "track_id" in ann: + attributes["track_id"] = ann["track_id"] + if "rotation" in ann: + attributes["rotation"] = ann["rotation"] + + group = ann.get("group") + + label = ann.get("label") label_id = categories[AnnotationType.label].find(label)[0] - z_order = ann.get('z_order', 0) - points = ann.get('points', []) - - if ann_type == 'polyline': - return PolyLine(points, label=label_id, z_order=z_order, - id=ann_id, attributes=attributes, group=group) - - elif ann_type == 'polygon': - return Polygon(points, label=label_id, z_order=z_order, - id=ann_id, attributes=attributes, group=group) - - elif ann_type == 'points': - visibility = ann.get('visibility', None) - return Points(points, visibility, label=label_id, z_order=z_order, - id=ann_id, attributes=attributes, group=group) - - elif ann_type == 'box': + z_order = ann.get("z_order", 0) + points = ann.get("points", []) + + if ann_type == "polyline": + return PolyLine( + points, + label=label_id, + z_order=z_order, + id=ann_id, + attributes=attributes, + group=group, + ) + + elif ann_type == "polygon": + return Polygon( + points, + label=label_id, + z_order=z_order, + id=ann_id, + attributes=attributes, + group=group, + ) + + elif ann_type == "points": + visibility = ann.get("visibility", None) + return Points( + points, + visibility, + label=label_id, + z_order=z_order, + id=ann_id, + attributes=attributes, + group=group, + ) + + elif ann_type == "box": x, y = points[0], points[1] w, h = points[2] - x, points[3] - y - return Bbox(x, y, w, h, label=label_id, z_order=z_order, - id=ann_id, attributes=attributes, group=group) - - elif ann_type == 'skeleton': + return Bbox( + x, + y, + w, + h, + label=label_id, + z_order=z_order, + id=ann_id, + attributes=attributes, + group=group, + ) + + elif ann_type == "skeleton": elements = [] - for element in ann.get('elements', []): + for element in ann.get("elements", []): elements.append(cls._parse_shape_ann(element, categories)) - return Skeleton(elements, label=label_id, z_order=z_order, - id=ann_id, attributes=attributes, group=group) + return Skeleton( + elements, + label=label_id, + z_order=z_order, + id=ann_id, + attributes=attributes, + group=group, + ) else: raise NotImplementedError("Unknown annotation type '%s'" % ann_type) @classmethod def _parse_tag_ann(cls, ann, categories): - label = ann.get('label') + label = ann.get("label") label_id = categories[AnnotationType.label].find(label)[0] - group = ann.get('group') - attributes = ann.get('attributes') + group = ann.get("group") + attributes = ann.get("attributes") return Label(label_id, attributes=attributes, group=group) def _load_items(self, parsed, image_items): for (subset, frame_id), item_desc in parsed.items(): - name = item_desc.get('name', 'frame_%06d.PNG' % int(frame_id)) - image = osp.join(self._images_dir, subset, name) if subset else osp.join(self._images_dir, name) - image_size = (item_desc.get('height'), item_desc.get('width')) + name = item_desc.get("name", "frame_%06d.PNG" % int(frame_id)) + image = ( + osp.join(self._images_dir, subset, name) + if subset + else osp.join(self._images_dir, name) + ) + image_size = (item_desc.get("height"), item_desc.get("width")) if all(image_size): image = Image(path=image, size=tuple(map(int, image_size))) - di = image_items.get((subset, osp.splitext(name)[0]), DatasetItem( - id=name, annotations=[], - )) + di = image_items.get( + (subset, osp.splitext(name)[0]), DatasetItem(id=name, annotations=[]) + ) di.subset = subset or DEFAULT_SUBSET_NAME - di.annotations = item_desc.get('annotations') - di.attributes = {'frame': int(frame_id)} + di.annotations = item_desc.get("annotations") + di.attributes = {"frame": int(frame_id)} di.media = image if isinstance(image, Image) else di.media image_items[(subset, osp.splitext(name)[0])] = di return image_items -dm_env.extractors.register('cvat', CvatExtractor) + +dm_env.extractors.register("cvat", CvatExtractor) + class CvatImporter(Importer): @classmethod def find_sources(cls, path): - return cls._find_sources_recursive(path, '.xml', 'cvat') + return cls._find_sources_recursive(path, ".xml", "cvat") -dm_env.importers.register('cvat', CvatImporter) + +dm_env.importers.register("cvat", CvatImporter) def pairwise(iterable): a = iter(iterable) return zip(a, a) + def create_xml_dumper(file_object): from xml.sax.saxutils import XMLGenerator + class XmlAnnotationWriter: def __init__(self, file): self.version = "1.1" self.file = file - self.xmlgen = XMLGenerator(self.file, 'utf-8') + self.xmlgen = XMLGenerator(self.file, "utf-8") self._level = 0 - def _indent(self, newline = True): + def _indent(self, newline=True): if newline: self.xmlgen.ignorableWhitespace("\n") self.xmlgen.ignorableWhitespace(" " * self._level) @@ -721,111 +830,129 @@ def close_root(self): def close_document(self): self.xmlgen.endDocument() - return XmlAnnotationWriter(file_object) + def dump_as_cvat_annotation(dumper, annotations): dumper.open_root() dumper.add_meta(annotations.meta) for frame_annotation in annotations.group_by_frame(include_empty=True): frame_id = frame_annotation.frame - image_attrs = OrderedDict([ - ("id", str(frame_id)), - ("name", frame_annotation.name), - ]) + image_attrs = OrderedDict([("id", str(frame_id)), ("name", frame_annotation.name)]) if isinstance(annotations, ProjectData): - image_attrs.update(OrderedDict([ - ("subset", frame_annotation.subset), - ("task_id", str(frame_annotation.task_id)), - ])) - image_attrs.update(OrderedDict([ - ("width", str(frame_annotation.width)), - ("height", str(frame_annotation.height)) - ])) + image_attrs.update( + OrderedDict( + [ + ("subset", frame_annotation.subset), + ("task_id", str(frame_annotation.task_id)), + ] + ) + ) + image_attrs.update( + OrderedDict( + [("width", str(frame_annotation.width)), ("height", str(frame_annotation.height))] + ) + ) dumper.open_image(image_attrs) def dump_labeled_shapes(shapes, is_skeleton=False): for shape in shapes: - dump_data = OrderedDict([ - ("label", shape.label), - ("source", shape.source), - ]) + dump_data = OrderedDict([("label", shape.label), ("source", shape.source)]) if is_skeleton: - dump_data.update(OrderedDict([ - ("outside", str(int(shape.outside))) - ])) + dump_data.update(OrderedDict([("outside", str(int(shape.outside)))])) - if shape.type != 'skeleton': - dump_data.update(OrderedDict([ - ("occluded", str(int(shape.occluded))) - ])) + if shape.type != "skeleton": + dump_data.update(OrderedDict([("occluded", str(int(shape.occluded)))])) if shape.type == "rectangle": - dump_data.update(OrderedDict([ - ("xtl", "{:.2f}".format(shape.points[0])), - ("ytl", "{:.2f}".format(shape.points[1])), - ("xbr", "{:.2f}".format(shape.points[2])), - ("ybr", "{:.2f}".format(shape.points[3])) - ])) + dump_data.update( + OrderedDict( + [ + ("xtl", "{:.2f}".format(shape.points[0])), + ("ytl", "{:.2f}".format(shape.points[1])), + ("xbr", "{:.2f}".format(shape.points[2])), + ("ybr", "{:.2f}".format(shape.points[3])), + ] + ) + ) if shape.rotation: - dump_data.update(OrderedDict([ - ("rotation", "{:.2f}".format(shape.rotation)) - ])) + dump_data.update( + OrderedDict([("rotation", "{:.2f}".format(shape.rotation))]) + ) elif shape.type == "ellipse": - dump_data.update(OrderedDict([ - ("cx", "{:.2f}".format(shape.points[0])), - ("cy", "{:.2f}".format(shape.points[1])), - ("rx", "{:.2f}".format(shape.points[2] - shape.points[0])), - ("ry", "{:.2f}".format(shape.points[1] - shape.points[3])) - ])) + dump_data.update( + OrderedDict( + [ + ("cx", "{:.2f}".format(shape.points[0])), + ("cy", "{:.2f}".format(shape.points[1])), + ("rx", "{:.2f}".format(shape.points[2] - shape.points[0])), + ("ry", "{:.2f}".format(shape.points[1] - shape.points[3])), + ] + ) + ) if shape.rotation: - dump_data.update(OrderedDict([ - ("rotation", "{:.2f}".format(shape.rotation)) - ])) + dump_data.update( + OrderedDict([("rotation", "{:.2f}".format(shape.rotation))]) + ) elif shape.type == "cuboid": - dump_data.update(OrderedDict([ - ("xtl1", "{:.2f}".format(shape.points[0])), - ("ytl1", "{:.2f}".format(shape.points[1])), - ("xbl1", "{:.2f}".format(shape.points[2])), - ("ybl1", "{:.2f}".format(shape.points[3])), - ("xtr1", "{:.2f}".format(shape.points[4])), - ("ytr1", "{:.2f}".format(shape.points[5])), - ("xbr1", "{:.2f}".format(shape.points[6])), - ("ybr1", "{:.2f}".format(shape.points[7])), - ("xtl2", "{:.2f}".format(shape.points[8])), - ("ytl2", "{:.2f}".format(shape.points[9])), - ("xbl2", "{:.2f}".format(shape.points[10])), - ("ybl2", "{:.2f}".format(shape.points[11])), - ("xtr2", "{:.2f}".format(shape.points[12])), - ("ytr2", "{:.2f}".format(shape.points[13])), - ("xbr2", "{:.2f}".format(shape.points[14])), - ("ybr2", "{:.2f}".format(shape.points[15])) - ])) + dump_data.update( + OrderedDict( + [ + ("xtl1", "{:.2f}".format(shape.points[0])), + ("ytl1", "{:.2f}".format(shape.points[1])), + ("xbl1", "{:.2f}".format(shape.points[2])), + ("ybl1", "{:.2f}".format(shape.points[3])), + ("xtr1", "{:.2f}".format(shape.points[4])), + ("ytr1", "{:.2f}".format(shape.points[5])), + ("xbr1", "{:.2f}".format(shape.points[6])), + ("ybr1", "{:.2f}".format(shape.points[7])), + ("xtl2", "{:.2f}".format(shape.points[8])), + ("ytl2", "{:.2f}".format(shape.points[9])), + ("xbl2", "{:.2f}".format(shape.points[10])), + ("ybl2", "{:.2f}".format(shape.points[11])), + ("xtr2", "{:.2f}".format(shape.points[12])), + ("ytr2", "{:.2f}".format(shape.points[13])), + ("xbr2", "{:.2f}".format(shape.points[14])), + ("ybr2", "{:.2f}".format(shape.points[15])), + ] + ) + ) elif shape.type == "mask": - dump_data.update(OrderedDict([ - ("rle", f"{list(int (v) for v in shape.points[:-4])}"[1:-1]), - ("left", f"{int(shape.points[-4])}"), - ("top", f"{int(shape.points[-3])}"), - ("width", f"{int(shape.points[-2] - shape.points[-4]) + 1}"), - ("height", f"{int(shape.points[-1] - shape.points[-3]) + 1}"), - ])) - elif shape.type != 'skeleton': - dump_data.update(OrderedDict([ - ("points", ';'.join(( - ','.join(( - "{:.2f}".format(x), - "{:.2f}".format(y) - )) for x, y in pairwise(shape.points)) - )), - ])) + dump_data.update( + OrderedDict( + [ + ("rle", f"{list(int (v) for v in shape.points[:-4])}"[1:-1]), + ("left", f"{int(shape.points[-4])}"), + ("top", f"{int(shape.points[-3])}"), + ("width", f"{int(shape.points[-2] - shape.points[-4]) + 1}"), + ("height", f"{int(shape.points[-1] - shape.points[-3]) + 1}"), + ] + ) + ) + elif shape.type != "skeleton": + dump_data.update( + OrderedDict( + [ + ( + "points", + ";".join( + ( + ",".join(("{:.2f}".format(x), "{:.2f}".format(y))) + for x, y in pairwise(shape.points) + ) + ), + ), + ] + ) + ) if not is_skeleton: - dump_data['z_order'] = str(shape.z_order) + dump_data["z_order"] = str(shape.z_order) if shape.group: - dump_data['group_id'] = str(shape.group) + dump_data["group_id"] = str(shape.group) if shape.type == "rectangle": dumper.open_box(dump_data) @@ -848,10 +975,7 @@ def dump_labeled_shapes(shapes, is_skeleton=False): raise NotImplementedError("unknown shape type") for attr in shape.attributes: - dumper.add_attribute(OrderedDict([ - ("name", attr.name), - ("value", attr.value) - ])) + dumper.add_attribute(OrderedDict([("name", attr.name), ("value", attr.value)])) if shape.type == "rectangle": dumper.close_box() @@ -875,25 +999,20 @@ def dump_labeled_shapes(shapes, is_skeleton=False): dump_labeled_shapes(frame_annotation.labeled_shapes) for tag in frame_annotation.tags: - tag_data = OrderedDict([ - ("label", tag.label), - ("source", tag.source), - ]) + tag_data = OrderedDict([("label", tag.label), ("source", tag.source)]) if tag.group: tag_data["group_id"] = str(tag.group) dumper.open_tag(tag_data) for attr in tag.attributes: - dumper.add_attribute(OrderedDict([ - ("name", attr.name), - ("value", attr.value) - ])) + dumper.add_attribute(OrderedDict([("name", attr.name), ("value", attr.value)])) dumper.close_tag() dumper.close_image() dumper.close_root() + def dump_as_cvat_interpolation(dumper, annotations): dumper.open_root() dumper.add_meta(annotations.meta) @@ -901,79 +1020,94 @@ def dump_as_cvat_interpolation(dumper, annotations): def dump_shape(shape, element_shapes=None, label=None): dump_data = OrderedDict() if label is None: - dump_data.update(OrderedDict([ - ("frame", str(shape.frame)), - ])) + dump_data.update(OrderedDict([("frame", str(shape.frame))])) else: - dump_data.update(OrderedDict([ - ("label", label), - ])) - dump_data.update(OrderedDict([ - ("keyframe", str(int(shape.keyframe))), - ])) + dump_data.update(OrderedDict([("label", label)])) + dump_data.update(OrderedDict([("keyframe", str(int(shape.keyframe)))])) if shape.type != "skeleton": - dump_data.update(OrderedDict([ - ("outside", str(int(shape.outside))), - ("occluded", str(int(shape.occluded))), - ])) + dump_data.update( + OrderedDict( + [("outside", str(int(shape.outside))), ("occluded", str(int(shape.occluded)))] + ) + ) if shape.type == "rectangle": - dump_data.update(OrderedDict([ - ("xtl", "{:.2f}".format(shape.points[0])), - ("ytl", "{:.2f}".format(shape.points[1])), - ("xbr", "{:.2f}".format(shape.points[2])), - ("ybr", "{:.2f}".format(shape.points[3])), - ])) + dump_data.update( + OrderedDict( + [ + ("xtl", "{:.2f}".format(shape.points[0])), + ("ytl", "{:.2f}".format(shape.points[1])), + ("xbr", "{:.2f}".format(shape.points[2])), + ("ybr", "{:.2f}".format(shape.points[3])), + ] + ) + ) if shape.rotation: - dump_data.update(OrderedDict([ - ("rotation", "{:.2f}".format(shape.rotation)) - ])) + dump_data.update(OrderedDict([("rotation", "{:.2f}".format(shape.rotation))])) elif shape.type == "ellipse": - dump_data.update(OrderedDict([ - ("cx", "{:.2f}".format(shape.points[0])), - ("cy", "{:.2f}".format(shape.points[1])), - ("rx", "{:.2f}".format(shape.points[2] - shape.points[0])), - ("ry", "{:.2f}".format(shape.points[1] - shape.points[3])) - ])) + dump_data.update( + OrderedDict( + [ + ("cx", "{:.2f}".format(shape.points[0])), + ("cy", "{:.2f}".format(shape.points[1])), + ("rx", "{:.2f}".format(shape.points[2] - shape.points[0])), + ("ry", "{:.2f}".format(shape.points[1] - shape.points[3])), + ] + ) + ) if shape.rotation: - dump_data.update(OrderedDict([ - ("rotation", "{:.2f}".format(shape.rotation)) - ])) + dump_data.update(OrderedDict([("rotation", "{:.2f}".format(shape.rotation))])) elif shape.type == "mask": - dump_data.update(OrderedDict([ - ("rle", f"{list(int (v) for v in shape.points[:-4])}"[1:-1]), - ("left", f"{int(shape.points[-4])}"), - ("top", f"{int(shape.points[-3])}"), - ("width", f"{int(shape.points[-2] - shape.points[-4]) + 1}"), - ("height", f"{int(shape.points[-1] - shape.points[-3]) + 1}"), - ])) + dump_data.update( + OrderedDict( + [ + ("rle", f"{list(int (v) for v in shape.points[:-4])}"[1:-1]), + ("left", f"{int(shape.points[-4])}"), + ("top", f"{int(shape.points[-3])}"), + ("width", f"{int(shape.points[-2] - shape.points[-4]) + 1}"), + ("height", f"{int(shape.points[-1] - shape.points[-3]) + 1}"), + ] + ) + ) elif shape.type == "cuboid": - dump_data.update(OrderedDict([ - ("xtl1", "{:.2f}".format(shape.points[0])), - ("ytl1", "{:.2f}".format(shape.points[1])), - ("xbl1", "{:.2f}".format(shape.points[2])), - ("ybl1", "{:.2f}".format(shape.points[3])), - ("xtr1", "{:.2f}".format(shape.points[4])), - ("ytr1", "{:.2f}".format(shape.points[5])), - ("xbr1", "{:.2f}".format(shape.points[6])), - ("ybr1", "{:.2f}".format(shape.points[7])), - ("xtl2", "{:.2f}".format(shape.points[8])), - ("ytl2", "{:.2f}".format(shape.points[9])), - ("xbl2", "{:.2f}".format(shape.points[10])), - ("ybl2", "{:.2f}".format(shape.points[11])), - ("xtr2", "{:.2f}".format(shape.points[12])), - ("ytr2", "{:.2f}".format(shape.points[13])), - ("xbr2", "{:.2f}".format(shape.points[14])), - ("ybr2", "{:.2f}".format(shape.points[15])) - ])) + dump_data.update( + OrderedDict( + [ + ("xtl1", "{:.2f}".format(shape.points[0])), + ("ytl1", "{:.2f}".format(shape.points[1])), + ("xbl1", "{:.2f}".format(shape.points[2])), + ("ybl1", "{:.2f}".format(shape.points[3])), + ("xtr1", "{:.2f}".format(shape.points[4])), + ("ytr1", "{:.2f}".format(shape.points[5])), + ("xbr1", "{:.2f}".format(shape.points[6])), + ("ybr1", "{:.2f}".format(shape.points[7])), + ("xtl2", "{:.2f}".format(shape.points[8])), + ("ytl2", "{:.2f}".format(shape.points[9])), + ("xbl2", "{:.2f}".format(shape.points[10])), + ("ybl2", "{:.2f}".format(shape.points[11])), + ("xtr2", "{:.2f}".format(shape.points[12])), + ("ytr2", "{:.2f}".format(shape.points[13])), + ("xbr2", "{:.2f}".format(shape.points[14])), + ("ybr2", "{:.2f}".format(shape.points[15])), + ] + ) + ) elif shape.type != "skeleton": - dump_data.update(OrderedDict([ - ("points", ';'.join(['{:.2f},{:.2f}'.format(x, y) - for x,y in pairwise(shape.points)])) - ])) + dump_data.update( + OrderedDict( + [ + ( + "points", + ";".join( + ["{:.2f},{:.2f}".format(x, y) for x, y in pairwise(shape.points)] + ), + ) + ] + ) + ) if label is None: dump_data["z_order"] = str(shape.z_order) @@ -988,11 +1122,11 @@ def dump_shape(shape, element_shapes=None, label=None): dumper.open_polyline(dump_data) elif shape.type == "points": dumper.open_points(dump_data) - elif shape.type == 'mask': + elif shape.type == "mask": dumper.open_mask(dump_data) elif shape.type == "cuboid": dumper.open_cuboid(dump_data) - elif shape.type == 'skeleton': + elif shape.type == "skeleton": if element_shapes and element_shapes.get(shape.frame): dumper.open_skeleton(dump_data) for element_shape, label in element_shapes.get(shape.frame, []): @@ -1000,13 +1134,14 @@ def dump_shape(shape, element_shapes=None, label=None): else: raise NotImplementedError("unknown shape type") - if shape.type == "skeleton" and element_shapes \ - and element_shapes.get(shape.frame) or shape.type != "skeleton": + if ( + shape.type == "skeleton" + and element_shapes + and element_shapes.get(shape.frame) + or shape.type != "skeleton" + ): for attr in shape.attributes: - dumper.add_attribute(OrderedDict([ - ("name", attr.name), - ("value", attr.value) - ])) + dumper.add_attribute(OrderedDict([("name", attr.name), ("value", attr.value)])) if shape.type == "rectangle": dumper.close_box() @@ -1018,7 +1153,7 @@ def dump_shape(shape, element_shapes=None, label=None): dumper.close_polyline() elif shape.type == "points": dumper.close_points() - elif shape.type == 'mask': + elif shape.type == "mask": dumper.close_mask() elif shape.type == "cuboid": dumper.close_cuboid() @@ -1030,21 +1165,23 @@ def dump_shape(shape, element_shapes=None, label=None): def dump_track(idx, track): track_id = idx - dump_data = OrderedDict([ - ("id", str(track_id)), - ("label", track.label), - ("source", track.source), - ]) - - if hasattr(track, 'task_id'): - task, = filter(lambda task: task.id == track.task_id, annotations.tasks) - dump_data.update(OrderedDict([ - ('task_id', str(track.task_id)), - ('subset', get_defaulted_subset(task.subset, annotations.subsets)), - ])) + dump_data = OrderedDict( + [("id", str(track_id)), ("label", track.label), ("source", track.source)] + ) + + if hasattr(track, "task_id"): + (task,) = filter(lambda task: task.id == track.task_id, annotations.tasks) + dump_data.update( + OrderedDict( + [ + ("task_id", str(track.task_id)), + ("subset", get_defaulted_subset(task.subset, annotations.subsets)), + ] + ) + ) if track.group: - dump_data['group_id'] = str(track.group) + dump_data["group_id"] = str(track.group) dumper.open_track(dump_data) element_shapes = {} @@ -1065,298 +1202,340 @@ def dump_track(idx, track): counter += 1 for shape in annotations.shapes: - frame_step = annotations.frame_step if not isinstance(annotations, ProjectData) \ + frame_step = ( + annotations.frame_step + if not isinstance(annotations, ProjectData) else annotations.frame_step[shape.task_id] + ) if not isinstance(annotations, ProjectData): - stop_frame = int(annotations.meta[annotations.META_FIELD]['stop_frame']) + stop_frame = int(annotations.meta[annotations.META_FIELD]["stop_frame"]) else: - task_meta = list(filter(lambda task: int(task[1]['id']) == shape.task_id, - annotations.meta[annotations.META_FIELD]['tasks']))[0][1] - stop_frame = int(task_meta['stop_frame']) + task_meta = list( + filter( + lambda task: int(task[1]["id"]) == shape.task_id, + annotations.meta[annotations.META_FIELD]["tasks"], + ) + )[0][1] + stop_frame = int(task_meta["stop_frame"]) track = { - 'label': shape.label, - 'group': shape.group, - 'source': shape.source, - 'shapes': [annotations.TrackedShape( - type=shape.type, - points=shape.points, - rotation=shape.rotation, - occluded=shape.occluded, - outside=False, - keyframe=True, - z_order=shape.z_order, - frame=shape.frame, - attributes=shape.attributes, - )] + - ( # add a finishing frame if it does not hop over the last frame - [annotations.TrackedShape( - type=shape.type, - points=shape.points, - rotation=shape.rotation, - occluded=shape.occluded, - outside=True, - keyframe=True, - z_order=shape.z_order, - frame=shape.frame + frame_step, - attributes=shape.attributes, - )] if shape.frame + frame_step < \ - stop_frame \ - else [] - ), - 'elements': [annotations.Track( - label=element.label, - group=element.group, - source=element.source, - shapes=[annotations.TrackedShape( - type=element.type, - points=element.points, - rotation=element.rotation, - occluded=element.occluded, - outside=element.outside, - keyframe=True, - z_order=element.z_order, - frame=element.frame, - attributes=element.attributes, - )] + - ( # add a finishing frame if it does not hop over the last frame - [annotations.TrackedShape( - type=element.type, - points=element.points, - rotation=element.rotation, - occluded=element.occluded, - outside=True, + "label": shape.label, + "group": shape.group, + "source": shape.source, + "shapes": [ + annotations.TrackedShape( + type=shape.type, + points=shape.points, + rotation=shape.rotation, + occluded=shape.occluded, + outside=False, keyframe=True, - z_order=element.z_order, - frame=element.frame + frame_step, - attributes=element.attributes, - )] if element.frame + frame_step < \ - stop_frame \ + z_order=shape.z_order, + frame=shape.frame, + attributes=shape.attributes, + ) + ] + + ( # add a finishing frame if it does not hop over the last frame + [ + annotations.TrackedShape( + type=shape.type, + points=shape.points, + rotation=shape.rotation, + occluded=shape.occluded, + outside=True, + keyframe=True, + z_order=shape.z_order, + frame=shape.frame + frame_step, + attributes=shape.attributes, + ) + ] + if shape.frame + frame_step < stop_frame else [] - ), - elements=[], - ) for element in shape.elements] + ), + "elements": [ + annotations.Track( + label=element.label, + group=element.group, + source=element.source, + shapes=[ + annotations.TrackedShape( + type=element.type, + points=element.points, + rotation=element.rotation, + occluded=element.occluded, + outside=element.outside, + keyframe=True, + z_order=element.z_order, + frame=element.frame, + attributes=element.attributes, + ) + ] + + ( # add a finishing frame if it does not hop over the last frame + [ + annotations.TrackedShape( + type=element.type, + points=element.points, + rotation=element.rotation, + occluded=element.occluded, + outside=True, + keyframe=True, + z_order=element.z_order, + frame=element.frame + frame_step, + attributes=element.attributes, + ) + ] + if element.frame + frame_step < stop_frame + else [] + ), + elements=[], + ) + for element in shape.elements + ], } if isinstance(annotations, ProjectData): - track['task_id'] = shape.task_id - for element in track['elements']: + track["task_id"] = shape.task_id + for element in track["elements"]: element.task_id = shape.task_id dump_track(counter, annotations.Track(**track)) counter += 1 dumper.close_root() + def load_anno(file_object, annotations): - supported_shapes = ('box', 'ellipse', 'polygon', 'polyline', 'points', 'cuboid', 'skeleton', 'mask') + supported_shapes = ( + "box", + "ellipse", + "polygon", + "polyline", + "points", + "cuboid", + "skeleton", + "mask", + ) context = ElementTree.iterparse(file_object, events=("start", "end")) context = iter(context) next(context) track = None shape = None - shape_element=None + shape_element = None tag = None image_is_opened = False attributes = None elem_attributes = None track_elements = None for ev, el in context: - if ev == 'start': - if el.tag == 'track': + if ev == "start": + if el.tag == "track": track = annotations.Track( - label=el.attrib['label'], - group=int(el.attrib.get('group_id', 0)), - source='file', + label=el.attrib["label"], + group=int(el.attrib.get("group_id", 0)), + source="file", shapes=[], elements=[], ) - elif el.tag == 'image': + elif el.tag == "image": image_is_opened = True - frame_id = annotations.abs_frame_id(match_dm_item( - DatasetItem( - id=osp.splitext(el.attrib['name'])[0], - attributes={'frame': el.attrib['id']}, - media=Image(path=el.attrib['name']) - ), - instance_data=annotations - )) + frame_id = annotations.abs_frame_id( + match_dm_item( + DatasetItem( + id=osp.splitext(el.attrib["name"])[0], + attributes={"frame": el.attrib["id"]}, + media=Image(path=el.attrib["name"]), + ), + instance_data=annotations, + ) + ) elif el.tag in supported_shapes and (track is not None or image_is_opened): - if shape and shape['type'] == 'skeleton': + if shape and shape["type"] == "skeleton": elem_attributes = [] shape_element = { - 'attributes': elem_attributes, - 'points': [], - 'type': 'rectangle' if el.tag == 'box' else el.tag + "attributes": elem_attributes, + "points": [], + "type": "rectangle" if el.tag == "box" else el.tag, } - if track is not None and el.attrib['label'] not in track_elements: - track_elements[el.attrib['label']] = annotations.Track( - label=el.attrib['label'], + if track is not None and el.attrib["label"] not in track_elements: + track_elements[el.attrib["label"]] = annotations.Track( + label=el.attrib["label"], group=0, - source='file', + source="file", shapes=[], elements=[], ) else: attributes = [] shape = { - 'attributes': attributes, - 'points': [], - 'type': 'rectangle' if el.tag == 'box' else el.tag + "attributes": attributes, + "points": [], + "type": "rectangle" if el.tag == "box" else el.tag, } if track is None: - shape['elements'] = [] - elif shape['type'] == 'skeleton': - shape['frame'] = el.attrib['frame'] + shape["elements"] = [] + elif shape["type"] == "skeleton": + shape["frame"] = el.attrib["frame"] if track_elements is None: track_elements = {} - elif el.tag == 'tag' and image_is_opened: + elif el.tag == "tag" and image_is_opened: attributes = [] tag = { - 'frame': frame_id, - 'label': el.attrib['label'], - 'group': int(el.attrib.get('group_id', 0)), - 'attributes': attributes, - 'source': 'file', + "frame": frame_id, + "label": el.attrib["label"], + "group": int(el.attrib.get("group_id", 0)), + "attributes": attributes, + "source": "file", } - elif ev == 'end': - if el.tag == 'attribute' and elem_attributes is not None and shape_element is not None: - elem_attributes.append(annotations.Attribute( - name=el.attrib['name'], - value=el.text or "", - )) - if el.tag == 'attribute' and attributes is not None and shape_element is None: - attributes.append(annotations.Attribute( - name=el.attrib['name'], - value=el.text or "", - )) - if el.tag in supported_shapes and shape['type'] == 'skeleton' and el.tag != 'skeleton': - shape_element['label'] = el.attrib['label'] - - shape_element['occluded'] = el.attrib['occluded'] == '1' - shape_element['outside'] = el.attrib['outside'] == '1' - shape_element['elements'] = [] - - if el.tag == 'box': - shape_element['points'].append(float(el.attrib['xtl'])) - shape_element['points'].append(float(el.attrib['ytl'])) - shape_element['points'].append(float(el.attrib['xbr'])) - shape_element['points'].append(float(el.attrib['ybr'])) - elif el.tag == 'ellipse': - shape_element['points'].append(float(el.attrib['cx'])) - shape_element['points'].append(float(el.attrib['cy'])) - shape_element['points'].append(float("{:.2f}".format(float(el.attrib['cx']) + float(el.attrib['rx'])))) - shape_element['points'].append(float("{:.2f}".format(float(el.attrib['cy']) - float(el.attrib['ry'])))) - elif el.tag == 'cuboid': - shape_element['points'].append(float(el.attrib['xtl1'])) - shape_element['points'].append(float(el.attrib['ytl1'])) - shape_element['points'].append(float(el.attrib['xbl1'])) - shape_element['points'].append(float(el.attrib['ybl1'])) - shape_element['points'].append(float(el.attrib['xtr1'])) - shape_element['points'].append(float(el.attrib['ytr1'])) - shape_element['points'].append(float(el.attrib['xbr1'])) - shape_element['points'].append(float(el.attrib['ybr1'])) - - shape_element['points'].append(float(el.attrib['xtl2'])) - shape_element['points'].append(float(el.attrib['ytl2'])) - shape_element['points'].append(float(el.attrib['xbl2'])) - shape_element['points'].append(float(el.attrib['ybl2'])) - shape_element['points'].append(float(el.attrib['xtr2'])) - shape_element['points'].append(float(el.attrib['ytr2'])) - shape_element['points'].append(float(el.attrib['xbr2'])) - shape_element['points'].append(float(el.attrib['ybr2'])) + elif ev == "end": + if el.tag == "attribute" and elem_attributes is not None and shape_element is not None: + elem_attributes.append( + annotations.Attribute(name=el.attrib["name"], value=el.text or "") + ) + if el.tag == "attribute" and attributes is not None and shape_element is None: + attributes.append( + annotations.Attribute(name=el.attrib["name"], value=el.text or "") + ) + if el.tag in supported_shapes and shape["type"] == "skeleton" and el.tag != "skeleton": + shape_element["label"] = el.attrib["label"] + + shape_element["occluded"] = el.attrib["occluded"] == "1" + shape_element["outside"] = el.attrib["outside"] == "1" + shape_element["elements"] = [] + + if el.tag == "box": + shape_element["points"].append(float(el.attrib["xtl"])) + shape_element["points"].append(float(el.attrib["ytl"])) + shape_element["points"].append(float(el.attrib["xbr"])) + shape_element["points"].append(float(el.attrib["ybr"])) + elif el.tag == "ellipse": + shape_element["points"].append(float(el.attrib["cx"])) + shape_element["points"].append(float(el.attrib["cy"])) + shape_element["points"].append( + float("{:.2f}".format(float(el.attrib["cx"]) + float(el.attrib["rx"]))) + ) + shape_element["points"].append( + float("{:.2f}".format(float(el.attrib["cy"]) - float(el.attrib["ry"]))) + ) + elif el.tag == "cuboid": + shape_element["points"].append(float(el.attrib["xtl1"])) + shape_element["points"].append(float(el.attrib["ytl1"])) + shape_element["points"].append(float(el.attrib["xbl1"])) + shape_element["points"].append(float(el.attrib["ybl1"])) + shape_element["points"].append(float(el.attrib["xtr1"])) + shape_element["points"].append(float(el.attrib["ytr1"])) + shape_element["points"].append(float(el.attrib["xbr1"])) + shape_element["points"].append(float(el.attrib["ybr1"])) + + shape_element["points"].append(float(el.attrib["xtl2"])) + shape_element["points"].append(float(el.attrib["ytl2"])) + shape_element["points"].append(float(el.attrib["xbl2"])) + shape_element["points"].append(float(el.attrib["ybl2"])) + shape_element["points"].append(float(el.attrib["xtr2"])) + shape_element["points"].append(float(el.attrib["ytr2"])) + shape_element["points"].append(float(el.attrib["xbr2"])) + shape_element["points"].append(float(el.attrib["ybr2"])) else: - for pair in el.attrib['points'].split(';'): - shape_element['points'].extend(map(float, pair.split(','))) + for pair in el.attrib["points"].split(";"): + shape_element["points"].extend(map(float, pair.split(","))) if track is None: - shape_element['frame'] = frame_id - shape_element['source'] = 'file' - shape['elements'].append(annotations.LabeledShape(**shape_element)) + shape_element["frame"] = frame_id + shape_element["source"] = "file" + shape["elements"].append(annotations.LabeledShape(**shape_element)) else: - shape_element["frame"] = shape['frame'] - shape_element['keyframe'] = el.attrib['keyframe'] == "1" - if shape_element['keyframe']: - track_elements[el.attrib['label']].shapes.append(annotations.TrackedShape(**shape_element)) + shape_element["frame"] = shape["frame"] + shape_element["keyframe"] = el.attrib["keyframe"] == "1" + if shape_element["keyframe"]: + track_elements[el.attrib["label"]].shapes.append( + annotations.TrackedShape(**shape_element) + ) shape_element = None elif el.tag in supported_shapes: if track is not None: - shape['frame'] = el.attrib['frame'] - shape['outside'] = el.attrib.get('outside', "0") == "1" - shape['keyframe'] = el.attrib['keyframe'] == "1" + shape["frame"] = el.attrib["frame"] + shape["outside"] = el.attrib.get("outside", "0") == "1" + shape["keyframe"] = el.attrib["keyframe"] == "1" else: - shape['frame'] = frame_id - shape['label'] = el.attrib['label'] - shape['group'] = int(el.attrib.get('group_id', 0)) - shape['source'] = 'file' - shape['outside'] = False - - shape['occluded'] = el.attrib.get('occluded', "0") == '1' - shape['z_order'] = int(el.attrib.get('z_order', 0)) - shape['rotation'] = float(el.attrib.get('rotation', 0)) - - if el.tag == 'box': - shape['points'].append(float(el.attrib['xtl'])) - shape['points'].append(float(el.attrib['ytl'])) - shape['points'].append(float(el.attrib['xbr'])) - shape['points'].append(float(el.attrib['ybr'])) - elif el.tag == 'ellipse': - shape['points'].append(float(el.attrib['cx'])) - shape['points'].append(float(el.attrib['cy'])) - shape['points'].append(float("{:.2f}".format(float(el.attrib['cx']) + float(el.attrib['rx'])))) - shape['points'].append(float("{:.2f}".format(float(el.attrib['cy']) - float(el.attrib['ry'])))) - elif el.tag == 'mask': - shape['points'] = list(map(int, el.attrib['rle'].split(','))) - shape['points'].append(int(el.attrib['left'])) - shape['points'].append(int(el.attrib['top'])) - shape['points'].append(int(el.attrib['left']) + int(el.attrib['width']) - 1) - shape['points'].append(int(el.attrib['top']) + int(el.attrib['height']) - 1) - elif el.tag == 'cuboid': - shape['points'].append(float(el.attrib['xtl1'])) - shape['points'].append(float(el.attrib['ytl1'])) - shape['points'].append(float(el.attrib['xbl1'])) - shape['points'].append(float(el.attrib['ybl1'])) - shape['points'].append(float(el.attrib['xtr1'])) - shape['points'].append(float(el.attrib['ytr1'])) - shape['points'].append(float(el.attrib['xbr1'])) - shape['points'].append(float(el.attrib['ybr1'])) - - shape['points'].append(float(el.attrib['xtl2'])) - shape['points'].append(float(el.attrib['ytl2'])) - shape['points'].append(float(el.attrib['xbl2'])) - shape['points'].append(float(el.attrib['ybl2'])) - shape['points'].append(float(el.attrib['xtr2'])) - shape['points'].append(float(el.attrib['ytr2'])) - shape['points'].append(float(el.attrib['xbr2'])) - shape['points'].append(float(el.attrib['ybr2'])) - elif el.tag == 'skeleton': + shape["frame"] = frame_id + shape["label"] = el.attrib["label"] + shape["group"] = int(el.attrib.get("group_id", 0)) + shape["source"] = "file" + shape["outside"] = False + + shape["occluded"] = el.attrib.get("occluded", "0") == "1" + shape["z_order"] = int(el.attrib.get("z_order", 0)) + shape["rotation"] = float(el.attrib.get("rotation", 0)) + + if el.tag == "box": + shape["points"].append(float(el.attrib["xtl"])) + shape["points"].append(float(el.attrib["ytl"])) + shape["points"].append(float(el.attrib["xbr"])) + shape["points"].append(float(el.attrib["ybr"])) + elif el.tag == "ellipse": + shape["points"].append(float(el.attrib["cx"])) + shape["points"].append(float(el.attrib["cy"])) + shape["points"].append( + float("{:.2f}".format(float(el.attrib["cx"]) + float(el.attrib["rx"]))) + ) + shape["points"].append( + float("{:.2f}".format(float(el.attrib["cy"]) - float(el.attrib["ry"]))) + ) + elif el.tag == "mask": + shape["points"] = list(map(int, el.attrib["rle"].split(","))) + shape["points"].append(int(el.attrib["left"])) + shape["points"].append(int(el.attrib["top"])) + shape["points"].append(int(el.attrib["left"]) + int(el.attrib["width"]) - 1) + shape["points"].append(int(el.attrib["top"]) + int(el.attrib["height"]) - 1) + elif el.tag == "cuboid": + shape["points"].append(float(el.attrib["xtl1"])) + shape["points"].append(float(el.attrib["ytl1"])) + shape["points"].append(float(el.attrib["xbl1"])) + shape["points"].append(float(el.attrib["ybl1"])) + shape["points"].append(float(el.attrib["xtr1"])) + shape["points"].append(float(el.attrib["ytr1"])) + shape["points"].append(float(el.attrib["xbr1"])) + shape["points"].append(float(el.attrib["ybr1"])) + + shape["points"].append(float(el.attrib["xtl2"])) + shape["points"].append(float(el.attrib["ytl2"])) + shape["points"].append(float(el.attrib["xbl2"])) + shape["points"].append(float(el.attrib["ybl2"])) + shape["points"].append(float(el.attrib["xtr2"])) + shape["points"].append(float(el.attrib["ytr2"])) + shape["points"].append(float(el.attrib["xbr2"])) + shape["points"].append(float(el.attrib["ybr2"])) + elif el.tag == "skeleton": pass else: - for pair in el.attrib['points'].split(';'): - shape['points'].extend(map(float, pair.split(','))) + for pair in el.attrib["points"].split(";"): + shape["points"].extend(map(float, pair.split(","))) if track is not None: - if shape['keyframe']: + if shape["keyframe"]: track.shapes.append(annotations.TrackedShape(**shape)) else: annotations.add_shape(annotations.LabeledShape(**shape)) shape = None - elif el.tag == 'track': - if track.shapes[0].type == 'mask': + elif el.tag == "track": + if track.shapes[0].type == "mask": # convert mask tracks to shapes # because mask track are not supported - annotations.add_shape(annotations.LabeledShape(**{ - 'attributes': track.shapes[0].attributes, - 'points': track.shapes[0].points, - 'type': track.shapes[0].type, - 'occluded': track.shapes[0].occluded, - 'frame': track.shapes[0].frame, - 'source': track.shapes[0].source, - 'rotation': track.shapes[0].rotation, - 'z_order': track.shapes[0].z_order, - 'group': track.shapes[0].group, - 'label': track.label, - })) + annotations.add_shape( + annotations.LabeledShape( + **{ + "attributes": track.shapes[0].attributes, + "points": track.shapes[0].points, + "type": track.shapes[0].type, + "occluded": track.shapes[0].occluded, + "frame": track.shapes[0].frame, + "source": track.shapes[0].source, + "rotation": track.shapes[0].rotation, + "z_order": track.shapes[0].z_order, + "group": track.shapes[0].group, + "label": track.label, + } + ) + ) else: if track_elements is not None: for element in track_elements.values(): @@ -1364,30 +1543,35 @@ def load_anno(file_object, annotations): track_elements = None annotations.add_track(track) track = None - elif el.tag == 'image': + elif el.tag == "image": image_is_opened = False - elif el.tag == 'tag': + elif el.tag == "tag": annotations.add_tag(annotations.Tag(**tag)) tag = None el.clear() + def dump_task_or_job_anno(dst_file, instance_data, callback): dumper = create_xml_dumper(dst_file) dumper.open_document() callback(dumper, instance_data) dumper.close_document() + def dump_project_anno(dst_file: BufferedWriter, project_data: ProjectData, callback: Callable): dumper = create_xml_dumper(dst_file) dumper.open_document() callback(dumper, project_data) dumper.close_document() -def dump_media_files(instance_data: Union[TaskData, JobData], img_dir: str, project_data: ProjectData = None): + +def dump_media_files( + instance_data: Union[TaskData, JobData], img_dir: str, project_data: ProjectData = None +): frame_provider = make_frame_provider(instance_data.db_instance) - ext = '' - if instance_data.meta[instance_data.META_FIELD]['mode'] == 'interpolation': + ext = "" + if instance_data.meta[instance_data.META_FIELD]["mode"] == "interpolation": ext = frame_provider.VIDEO_FRAME_EXT frames = frame_provider.iterate_frames( @@ -1402,56 +1586,88 @@ def dump_media_files(instance_data: Union[TaskData, JobData], img_dir: str, proj # exclude deleted frames and honeypots if frame_id not in included_frames: continue - frame_name = instance_data.frame_info[frame_id]['path'] if project_data is None \ - else project_data.frame_info[(instance_data.db_instance.id, frame_id)]['path'] + frame_name = ( + instance_data.frame_info[frame_id]["path"] + if project_data is None + else project_data.frame_info[(instance_data.db_instance.id, frame_id)]["path"] + ) img_path = osp.join(img_dir, frame_name + ext) os.makedirs(osp.dirname(img_path), exist_ok=True) - with open(img_path, 'wb') as f: + with open(img_path, "wb") as f: f.write(frame.data.getvalue()) + def _export_task_or_job(dst_file, temp_dir, instance_data, anno_callback, save_images=False): - with open(osp.join(temp_dir, 'annotations.xml'), 'wb') as f: + with open(osp.join(temp_dir, "annotations.xml"), "wb") as f: dump_task_or_job_anno(f, instance_data, anno_callback) if save_images: - dump_media_files(instance_data, osp.join(temp_dir, 'images')) + dump_media_files(instance_data, osp.join(temp_dir, "images")) make_zip_archive(temp_dir, dst_file) -def _export_project(dst_file: str, temp_dir: str, project_data: ProjectData, - anno_callback: Callable, save_images: bool=False + +def _export_project( + dst_file: str, + temp_dir: str, + project_data: ProjectData, + anno_callback: Callable, + save_images: bool = False, ): - with open(osp.join(temp_dir, 'annotations.xml'), 'wb') as f: + with open(osp.join(temp_dir, "annotations.xml"), "wb") as f: dump_project_anno(f, project_data, anno_callback) if save_images: for task_data in project_data.task_data: subset = get_defaulted_subset(task_data.db_instance.subset, project_data.subsets) - subset_dir = osp.join(temp_dir, 'images', subset) + subset_dir = osp.join(temp_dir, "images", subset) os.makedirs(subset_dir, exist_ok=True) dump_media_files(task_data, subset_dir, project_data) make_zip_archive(temp_dir, dst_file) -@exporter(name='CVAT for video', ext='ZIP', version='1.1') + +@exporter(name="CVAT for video", ext="ZIP", version="1.1") def _export_video(dst_file, temp_dir, instance_data, save_images=False): if isinstance(instance_data, ProjectData): - _export_project(dst_file, temp_dir, instance_data, - anno_callback=dump_as_cvat_interpolation, save_images=save_images) + _export_project( + dst_file, + temp_dir, + instance_data, + anno_callback=dump_as_cvat_interpolation, + save_images=save_images, + ) else: - _export_task_or_job(dst_file, temp_dir, instance_data, - anno_callback=dump_as_cvat_interpolation, save_images=save_images) + _export_task_or_job( + dst_file, + temp_dir, + instance_data, + anno_callback=dump_as_cvat_interpolation, + save_images=save_images, + ) -@exporter(name='CVAT for images', ext='ZIP', version='1.1') + +@exporter(name="CVAT for images", ext="ZIP", version="1.1") def _export_images(dst_file, temp_dir, instance_data, save_images=False): if isinstance(instance_data, ProjectData): - _export_project(dst_file, temp_dir, instance_data, - anno_callback=dump_as_cvat_annotation, save_images=save_images) + _export_project( + dst_file, + temp_dir, + instance_data, + anno_callback=dump_as_cvat_annotation, + save_images=save_images, + ) else: - _export_task_or_job(dst_file, temp_dir, instance_data, - anno_callback=dump_as_cvat_annotation, save_images=save_images) + _export_task_or_job( + dst_file, + temp_dir, + instance_data, + anno_callback=dump_as_cvat_annotation, + save_images=save_images, + ) + -@importer(name='CVAT', ext='XML, ZIP', version='1.1') +@importer(name="CVAT", ext="XML, ZIP", version="1.1") def _import(src_file, temp_dir, instance_data, load_data_callback=None, **kwargs): is_zip = zipfile.is_zipfile(src_file) src_file.seek(0) @@ -1459,13 +1675,13 @@ def _import(src_file, temp_dir, instance_data, load_data_callback=None, **kwargs zipfile.ZipFile(src_file).extractall(temp_dir) if isinstance(instance_data, ProjectData): - detect_dataset(temp_dir, format_name='cvat', importer=_CvatImporter) - dataset = Dataset.import_from(temp_dir, 'cvat', env=dm_env) + detect_dataset(temp_dir, format_name="cvat", importer=_CvatImporter) + dataset = Dataset.import_from(temp_dir, "cvat", env=dm_env) if load_data_callback is not None: load_data_callback(dataset, instance_data) import_dm_annotations(dataset, instance_data) else: - anno_paths = glob(osp.join(temp_dir, '**', '*.xml'), recursive=True) + anno_paths = glob(osp.join(temp_dir, "**", "*.xml"), recursive=True) for p in anno_paths: load_anno(p, instance_data) else: diff --git a/cvat/apps/dataset_manager/formats/datumaro.py b/cvat/apps/dataset_manager/formats/datumaro.py index 95c1552065b4..34ac4e49758c 100644 --- a/cvat/apps/dataset_manager/formats/datumaro.py +++ b/cvat/apps/dataset_manager/formats/datumaro.py @@ -21,54 +21,54 @@ @exporter(name="Datumaro", ext="ZIP", version="1.0") def _export(dst_file, temp_dir, instance_data, save_images=False): - with GetCVATDataExtractor( - instance_data=instance_data, include_images=save_images - ) as extractor: + with GetCVATDataExtractor(instance_data=instance_data, include_images=save_images) as extractor: dataset = Dataset.from_extractors(extractor, env=dm_env) - dataset.export(temp_dir, 'datumaro', save_images=save_images) + dataset.export(temp_dir, "datumaro", save_images=save_images) make_zip_archive(temp_dir, dst_file) + @importer(name="Datumaro", ext="JSON, ZIP", version="1.0") def _import(src_file, temp_dir, instance_data, load_data_callback=None, **kwargs): if zipfile.is_zipfile(src_file): zipfile.ZipFile(src_file).extractall(temp_dir) - detect_dataset(temp_dir, format_name='datumaro', importer=dm_env.importers.get('datumaro')) - dataset = Dataset.import_from(temp_dir, 'datumaro', env=dm_env) + detect_dataset(temp_dir, format_name="datumaro", importer=dm_env.importers.get("datumaro")) + dataset = Dataset.import_from(temp_dir, "datumaro", env=dm_env) else: if load_data_callback: raise NoMediaInAnnotationFileError() - dataset = Dataset.import_from(src_file.name, 'datumaro', env=dm_env) + dataset = Dataset.import_from(src_file.name, "datumaro", env=dm_env) if load_data_callback is not None: load_data_callback(dataset, instance_data) import_dm_annotations(dataset, instance_data) + @exporter(name="Datumaro 3D", ext="ZIP", version="1.0", dimension=DimensionType.DIM_3D) def _export(dst_file, temp_dir, instance_data, save_images=False): with GetCVATDataExtractor( - instance_data=instance_data, include_images=save_images, - dimension=DimensionType.DIM_3D, + instance_data=instance_data, include_images=save_images, dimension=DimensionType.DIM_3D ) as extractor: dataset = Dataset.from_extractors(extractor, env=dm_env) - dataset.export(temp_dir, 'datumaro', save_images=save_images) + dataset.export(temp_dir, "datumaro", save_images=save_images) make_zip_archive(temp_dir, dst_file) + @importer(name="Datumaro 3D", ext="JSON, ZIP", version="1.0", dimension=DimensionType.DIM_3D) def _import(src_file, temp_dir, instance_data, load_data_callback=None, **kwargs): if zipfile.is_zipfile(src_file): zipfile.ZipFile(src_file).extractall(temp_dir) - detect_dataset(temp_dir, format_name='datumaro', importer=dm_env.importers.get('datumaro')) - dataset = Dataset.import_from(temp_dir, 'datumaro', env=dm_env) + detect_dataset(temp_dir, format_name="datumaro", importer=dm_env.importers.get("datumaro")) + dataset = Dataset.import_from(temp_dir, "datumaro", env=dm_env) else: if load_data_callback: raise NoMediaInAnnotationFileError() - dataset = Dataset.import_from(src_file.name, 'datumaro', env=dm_env) + dataset = Dataset.import_from(src_file.name, "datumaro", env=dm_env) if load_data_callback is not None: load_data_callback(dataset, instance_data) diff --git a/cvat/apps/dataset_manager/formats/icdar.py b/cvat/apps/dataset_manager/formats/icdar.py index 500f12742cec..73ac26208bd5 100644 --- a/cvat/apps/dataset_manager/formats/icdar.py +++ b/cvat/apps/dataset_manager/formats/icdar.py @@ -34,11 +34,11 @@ def categories(self): def transform_item(self, item): annotations = item.annotations for ann in annotations: - if ann.type in [AnnotationType.polygon, - AnnotationType.bbox, AnnotationType.mask]: + if ann.type in [AnnotationType.polygon, AnnotationType.bbox, AnnotationType.mask]: ann.label = self._label return item.wrap(annotations=annotations) + class CaptionToLabel(ItemTransform): def __init__(self, extractor, label): super().__init__(extractor) @@ -56,90 +56,92 @@ def categories(self): def transform_item(self, item): annotations = item.annotations - captions = [ann for ann in annotations - if ann.type == AnnotationType.caption] + captions = [ann for ann in annotations if ann.type == AnnotationType.caption] for ann in captions: - annotations.append(Label(self._label, - attributes={'text': ann.caption})) + annotations.append(Label(self._label, attributes={"text": ann.caption})) annotations.remove(ann) return item.wrap(annotations=annotations) + class LabelToCaption(ItemTransform): def transform_item(self, item): annotations = item.annotations - anns = [p for p in annotations - if 'text' in p.attributes] + anns = [p for p in annotations if "text" in p.attributes] for ann in anns: - annotations.append(Caption(ann.attributes['text'])) + annotations.append(Caption(ann.attributes["text"])) annotations.remove(ann) return item.wrap(annotations=annotations) -@exporter(name='ICDAR Recognition', ext='ZIP', version='1.0') + +@exporter(name="ICDAR Recognition", ext="ZIP", version="1.0") def _export_recognition(dst_file, temp_dir, instance_data, save_images=False): with GetCVATDataExtractor(instance_data, include_images=save_images) as extractor: dataset = Dataset.from_extractors(extractor, env=dm_env) dataset.transform(LabelToCaption) - dataset.export(temp_dir, 'icdar_word_recognition', save_images=save_images) + dataset.export(temp_dir, "icdar_word_recognition", save_images=save_images) make_zip_archive(temp_dir, dst_file) -@importer(name='ICDAR Recognition', ext='ZIP', version='1.0') + +@importer(name="ICDAR Recognition", ext="ZIP", version="1.0") def _import(src_file, temp_dir, instance_data, load_data_callback=None, **kwargs): zipfile.ZipFile(src_file).extractall(temp_dir) # We do not run detect_dataset before import because the ICDAR format # has problem with the dataset detection in case of empty annotation file(s) # Details in: https://github.com/cvat-ai/datumaro/issues/43 - dataset = Dataset.import_from(temp_dir, 'icdar_word_recognition', env=dm_env) - dataset.transform(CaptionToLabel, label='icdar') + dataset = Dataset.import_from(temp_dir, "icdar_word_recognition", env=dm_env) + dataset.transform(CaptionToLabel, label="icdar") if load_data_callback is not None: load_data_callback(dataset, instance_data) import_dm_annotations(dataset, instance_data) -@exporter(name='ICDAR Localization', ext='ZIP', version='1.0') +@exporter(name="ICDAR Localization", ext="ZIP", version="1.0") def _export_localization(dst_file, temp_dir, instance_data, save_images=False): with GetCVATDataExtractor(instance_data, include_images=save_images) as extractor: dataset = Dataset.from_extractors(extractor, env=dm_env) - dataset.export(temp_dir, 'icdar_text_localization', save_images=save_images) + dataset.export(temp_dir, "icdar_text_localization", save_images=save_images) make_zip_archive(temp_dir, dst_file) -@importer(name='ICDAR Localization', ext='ZIP', version='1.0') + +@importer(name="ICDAR Localization", ext="ZIP", version="1.0") def _import(src_file, temp_dir, instance_data, load_data_callback=None, **kwargs): zipfile.ZipFile(src_file).extractall(temp_dir) # We do not run detect_dataset before import because the ICDAR format # has problem with the dataset detection in case of empty annotation file(s) # Details in: https://github.com/cvat-ai/datumaro/issues/43 - dataset = Dataset.import_from(temp_dir, 'icdar_text_localization', env=dm_env) - dataset.transform(AddLabelToAnns, label='icdar') + dataset = Dataset.import_from(temp_dir, "icdar_text_localization", env=dm_env) + dataset.transform(AddLabelToAnns, label="icdar") if load_data_callback is not None: load_data_callback(dataset, instance_data) import_dm_annotations(dataset, instance_data) -@exporter(name='ICDAR Segmentation', ext='ZIP', version='1.0') +@exporter(name="ICDAR Segmentation", ext="ZIP", version="1.0") def _export_segmentation(dst_file, temp_dir, instance_data, save_images=False): with GetCVATDataExtractor(instance_data, include_images=save_images) as extractor: dataset = Dataset.from_extractors(extractor, env=dm_env) dataset.transform(RotatedBoxesToPolygons) - dataset.transform('polygons_to_masks') - dataset.transform('boxes_to_masks') - dataset.transform('merge_instance_segments') - dataset.export(temp_dir, 'icdar_text_segmentation', save_images=save_images) + dataset.transform("polygons_to_masks") + dataset.transform("boxes_to_masks") + dataset.transform("merge_instance_segments") + dataset.export(temp_dir, "icdar_text_segmentation", save_images=save_images) make_zip_archive(temp_dir, dst_file) -@importer(name='ICDAR Segmentation', ext='ZIP', version='1.0') + +@importer(name="ICDAR Segmentation", ext="ZIP", version="1.0") def _import(src_file, temp_dir, instance_data, load_data_callback=None, **kwargs): zipfile.ZipFile(src_file).extractall(temp_dir) # We do not run detect_dataset before import because the ICDAR format # has problem with the dataset detection in case of empty annotation file(s) # Details in: https://github.com/cvat-ai/datumaro/issues/43 - dataset = Dataset.import_from(temp_dir, 'icdar_text_segmentation', env=dm_env) - dataset.transform(AddLabelToAnns, label='icdar') + dataset = Dataset.import_from(temp_dir, "icdar_text_segmentation", env=dm_env) + dataset.transform(AddLabelToAnns, label="icdar") dataset = MaskToPolygonTransformation.convert_dataset(dataset, **kwargs) if load_data_callback is not None: load_data_callback(dataset, instance_data) diff --git a/cvat/apps/dataset_manager/formats/imagenet.py b/cvat/apps/dataset_manager/formats/imagenet.py index f9f9b71bdbc7..42966826f9e3 100644 --- a/cvat/apps/dataset_manager/formats/imagenet.py +++ b/cvat/apps/dataset_manager/formats/imagenet.py @@ -15,28 +15,29 @@ from .registry import dm_env, exporter, importer -@exporter(name='ImageNet', ext='ZIP', version='1.0') +@exporter(name="ImageNet", ext="ZIP", version="1.0") def _export(dst_file, temp_dir, instance_data, save_images=False): with GetCVATDataExtractor(instance_data, include_images=save_images) as extractor: dataset = Dataset.from_extractors(extractor, env=dm_env) if save_images: - dataset.export(temp_dir, 'imagenet', save_images=save_images) + dataset.export(temp_dir, "imagenet", save_images=save_images) else: - dataset.export(temp_dir, 'imagenet_txt', save_images=save_images) + dataset.export(temp_dir, "imagenet_txt", save_images=save_images) make_zip_archive(temp_dir, dst_file) -@importer(name='ImageNet', ext='ZIP', version='1.0') + +@importer(name="ImageNet", ext="ZIP", version="1.0") def _import(src_file, temp_dir, instance_data, load_data_callback=None, **kwargs): zipfile.ZipFile(src_file).extractall(temp_dir) # We do not run detect_dataset before import because the Imagenet format # has problem with the dataset detection in case of empty annotation file(s) # Details in: https://github.com/cvat-ai/datumaro/issues/43 - if glob(osp.join(temp_dir, '*.txt')): - dataset = Dataset.import_from(temp_dir, 'imagenet_txt', env=dm_env) + if glob(osp.join(temp_dir, "*.txt")): + dataset = Dataset.import_from(temp_dir, "imagenet_txt", env=dm_env) else: - dataset = Dataset.import_from(temp_dir, 'imagenet', env=dm_env) + dataset = Dataset.import_from(temp_dir, "imagenet", env=dm_env) if load_data_callback is not None: load_data_callback(dataset, instance_data) import_dm_annotations(dataset, instance_data) diff --git a/cvat/apps/dataset_manager/formats/kitti.py b/cvat/apps/dataset_manager/formats/kitti.py index 55586b4b2644..653423be7318 100644 --- a/cvat/apps/dataset_manager/formats/kitti.py +++ b/cvat/apps/dataset_manager/formats/kitti.py @@ -21,22 +21,26 @@ from .utils import make_colormap -@exporter(name='KITTI', ext='ZIP', version='1.0') +@exporter(name="KITTI", ext="ZIP", version="1.0") def _export(dst_file, temp_dir, instance_data, save_images=False): with GetCVATDataExtractor(instance_data, include_images=save_images) as extractor: dataset = Dataset.from_extractors(extractor, env=dm_env) dataset.transform(RotatedBoxesToPolygons) - dataset.transform('polygons_to_masks') - dataset.transform('merge_instance_segments') - dataset.export(temp_dir, format='kitti', + dataset.transform("polygons_to_masks") + dataset.transform("merge_instance_segments") + dataset.export( + temp_dir, + format="kitti", label_map={k: v[0] for k, v in make_colormap(instance_data).items()}, - apply_colormap=True, save_images=save_images + apply_colormap=True, + save_images=save_images, ) make_zip_archive(temp_dir, dst_file) -@importer(name='KITTI', ext='ZIP', version='1.0') + +@importer(name="KITTI", ext="ZIP", version="1.0") def _import(src_file, temp_dir, instance_data, load_data_callback=None, **kwargs): Archive(src_file.name).extractall(temp_dir) @@ -45,12 +49,11 @@ def _import(src_file, temp_dir, instance_data, load_data_callback=None, **kwargs if not osp.isfile(color_map_path): write_label_map(color_map_path, color_map) - detect_dataset(temp_dir, format_name='kitti', importer=dm_env.importers.get('kitti')) - dataset = Dataset.import_from(temp_dir, format='kitti', env=dm_env) - labels_meta = instance_data.meta[instance_data.META_FIELD]['labels'] - if 'background' not in [label['name'] for _, label in labels_meta]: - dataset.filter('/item/annotation[label != "background"]', - filter_annotations=True) + detect_dataset(temp_dir, format_name="kitti", importer=dm_env.importers.get("kitti")) + dataset = Dataset.import_from(temp_dir, format="kitti", env=dm_env) + labels_meta = instance_data.meta[instance_data.META_FIELD]["labels"] + if "background" not in [label["name"] for _, label in labels_meta]: + dataset.filter('/item/annotation[label != "background"]', filter_annotations=True) dataset = MaskToPolygonTransformation.convert_dataset(dataset, **kwargs) if load_data_callback is not None: diff --git a/cvat/apps/dataset_manager/formats/labelme.py b/cvat/apps/dataset_manager/formats/labelme.py index 337fd5e8e99c..e4984813290b 100644 --- a/cvat/apps/dataset_manager/formats/labelme.py +++ b/cvat/apps/dataset_manager/formats/labelme.py @@ -17,20 +17,21 @@ from .registry import dm_env, exporter, importer -@exporter(name='LabelMe', ext='ZIP', version='3.0') +@exporter(name="LabelMe", ext="ZIP", version="3.0") def _export(dst_file, temp_dir, instance_data, save_images=False): with GetCVATDataExtractor(instance_data, include_images=save_images) as extractor: dataset = Dataset.from_extractors(extractor, env=dm_env) - dataset.export(temp_dir, 'label_me', save_images=save_images) + dataset.export(temp_dir, "label_me", save_images=save_images) make_zip_archive(temp_dir, dst_file) -@importer(name='LabelMe', ext='ZIP', version='3.0') + +@importer(name="LabelMe", ext="ZIP", version="3.0") def _import(src_file, temp_dir, instance_data, load_data_callback=None, **kwargs): Archive(src_file.name).extractall(temp_dir) - detect_dataset(temp_dir, format_name='label_me', importer=dm_env.importers.get('label_me')) - dataset = Dataset.import_from(temp_dir, 'label_me', env=dm_env) + detect_dataset(temp_dir, format_name="label_me", importer=dm_env.importers.get("label_me")) + dataset = Dataset.import_from(temp_dir, "label_me", env=dm_env) dataset = MaskToPolygonTransformation.convert_dataset(dataset, **kwargs) if load_data_callback is not None: load_data_callback(dataset, instance_data) diff --git a/cvat/apps/dataset_manager/formats/lfw.py b/cvat/apps/dataset_manager/formats/lfw.py index aeec103b4cda..f07332c07f46 100644 --- a/cvat/apps/dataset_manager/formats/lfw.py +++ b/cvat/apps/dataset_manager/formats/lfw.py @@ -16,20 +16,21 @@ from .registry import dm_env, exporter, importer -@importer(name='LFW', ext='ZIP', version='1.0') +@importer(name="LFW", ext="ZIP", version="1.0") def _import(src_file, temp_dir, instance_data, load_data_callback=None, **kwargs): Archive(src_file.name).extractall(temp_dir) - detect_dataset(temp_dir, format_name='lfw', importer=dm_env.importers.get('lfw')) - dataset = Dataset.import_from(temp_dir, 'lfw') + detect_dataset(temp_dir, format_name="lfw", importer=dm_env.importers.get("lfw")) + dataset = Dataset.import_from(temp_dir, "lfw") if load_data_callback is not None: load_data_callback(dataset, instance_data) import_dm_annotations(dataset, instance_data) -@exporter(name='LFW', ext='ZIP', version='1.0') + +@exporter(name="LFW", ext="ZIP", version="1.0") def _exporter(dst_file, temp_dir, instance_data, save_images=False): with GetCVATDataExtractor(instance_data, include_images=save_images) as extractor: dataset = Dataset.from_extractors(extractor, env=dm_env) - dataset.export(temp_dir, format='lfw', save_images=save_images) + dataset.export(temp_dir, format="lfw", save_images=save_images) make_zip_archive(temp_dir, dst_file) diff --git a/cvat/apps/dataset_manager/formats/market1501.py b/cvat/apps/dataset_manager/formats/market1501.py index 5a14962f933c..4bc191fb6eaa 100644 --- a/cvat/apps/dataset_manager/formats/market1501.py +++ b/cvat/apps/dataset_manager/formats/market1501.py @@ -42,6 +42,7 @@ def transform_item(self, item): attributes = {} return item.wrap(annotations=annotations, attributes=attributes) + class LabelAttrToAttr(ItemTransform): def __init__(self, extractor, label): super().__init__(extractor) @@ -54,32 +55,35 @@ def transform_item(self, item): annotations = list(item.annotations) attributes = dict(item.attributes) if self._label is not None: - labels = [ann for ann in annotations - if ann.type == AnnotationType.label \ - and ann.label == self._label] + labels = [ + ann + for ann in annotations + if ann.type == AnnotationType.label and ann.label == self._label + ] if len(labels) == 1: attributes.update(labels[0].attributes) annotations.remove(labels[0]) return item.wrap(annotations=annotations, attributes=attributes) -@exporter(name='Market-1501', ext='ZIP', version='1.0') +@exporter(name="Market-1501", ext="ZIP", version="1.0") def _export(dst_file, temp_dir, instance_data, save_images=False): with GetCVATDataExtractor(instance_data, include_images=save_images) as extractor: dataset = Dataset.from_extractors(extractor, env=dm_env) - dataset.transform(LabelAttrToAttr, label='market-1501') - dataset.export(temp_dir, 'market1501', save_images=save_images) + dataset.transform(LabelAttrToAttr, label="market-1501") + dataset.export(temp_dir, "market1501", save_images=save_images) make_zip_archive(temp_dir, dst_file) -@importer(name='Market-1501', ext='ZIP', version='1.0') + +@importer(name="Market-1501", ext="ZIP", version="1.0") def _import(src_file, temp_dir, instance_data, load_data_callback=None, **kwargs): zipfile.ZipFile(src_file).extractall(temp_dir) - detect_dataset(temp_dir, format_name='market1501', importer=dm_env.importers.get('market1501')) - dataset = Dataset.import_from(temp_dir, 'market1501', env=dm_env) - dataset.transform(AttrToLabelAttr, label='market-1501') + detect_dataset(temp_dir, format_name="market1501", importer=dm_env.importers.get("market1501")) + dataset = Dataset.import_from(temp_dir, "market1501", env=dm_env) + dataset.transform(AttrToLabelAttr, label="market-1501") if load_data_callback is not None: load_data_callback(dataset, instance_data) import_dm_annotations(dataset, instance_data) diff --git a/cvat/apps/dataset_manager/formats/mask.py b/cvat/apps/dataset_manager/formats/mask.py index a3551ff96515..0c680be3849f 100644 --- a/cvat/apps/dataset_manager/formats/mask.py +++ b/cvat/apps/dataset_manager/formats/mask.py @@ -18,26 +18,32 @@ from .utils import make_colormap -@exporter(name='Segmentation mask', ext='ZIP', version='1.1') +@exporter(name="Segmentation mask", ext="ZIP", version="1.1") def _export(dst_file, temp_dir, instance_data, save_images=False): with GetCVATDataExtractor(instance_data, include_images=save_images) as extractor: dataset = Dataset.from_extractors(extractor, env=dm_env) dataset.transform(RotatedBoxesToPolygons) - dataset.transform('polygons_to_masks') - dataset.transform('boxes_to_masks') - dataset.transform('merge_instance_segments') - - dataset.export(temp_dir, 'voc_segmentation', save_images=save_images, - apply_colormap=True, label_map=make_colormap(instance_data)) + dataset.transform("polygons_to_masks") + dataset.transform("boxes_to_masks") + dataset.transform("merge_instance_segments") + + dataset.export( + temp_dir, + "voc_segmentation", + save_images=save_images, + apply_colormap=True, + label_map=make_colormap(instance_data), + ) make_zip_archive(temp_dir, dst_file) -@importer(name='Segmentation mask', ext='ZIP', version='1.1') + +@importer(name="Segmentation mask", ext="ZIP", version="1.1") def _import(src_file, temp_dir, instance_data, load_data_callback=None, **kwargs): Archive(src_file.name).extractall(temp_dir) - detect_dataset(temp_dir, format_name='voc', importer=dm_env.importers.get('voc')) - dataset = Dataset.import_from(temp_dir, 'voc', env=dm_env) + detect_dataset(temp_dir, format_name="voc", importer=dm_env.importers.get("voc")) + dataset = Dataset.import_from(temp_dir, "voc", env=dm_env) dataset = MaskToPolygonTransformation.convert_dataset(dataset, **kwargs) if load_data_callback is not None: load_data_callback(dataset, instance_data) diff --git a/cvat/apps/dataset_manager/formats/mot.py b/cvat/apps/dataset_manager/formats/mot.py index f405afc3126e..66cb3ca66e7d 100644 --- a/cvat/apps/dataset_manager/formats/mot.py +++ b/cvat/apps/dataset_manager/formats/mot.py @@ -26,29 +26,30 @@ def _import_to_task(dataset, instance_data): if ann.type != dm.AnnotationType.bbox: continue - occluded = ann.attributes.pop('occluded', False) is True - track_id = ann.attributes.pop('track_id', None) + occluded = ann.attributes.pop("occluded", False) is True + track_id = ann.attributes.pop("track_id", None) attributes = [ - instance_data.Attribute(name=n, value=str(v)) - for n, v in ann.attributes.items() + instance_data.Attribute(name=n, value=str(v)) for n, v in ann.attributes.items() ] if track_id is None: # Extension. Import regular boxes: - instance_data.add_shape(instance_data.LabeledShape( - type='rectangle', - label=label_cat.items[ann.label].name, - points=ann.points, - occluded=occluded, - z_order=ann.z_order, - group=0, - frame=frame_number, - attributes=attributes, - source='manual', - )) + instance_data.add_shape( + instance_data.LabeledShape( + type="rectangle", + label=label_cat.items[ann.label].name, + points=ann.points, + occluded=occluded, + z_order=ann.z_order, + group=0, + frame=frame_number, + attributes=attributes, + source="manual", + ) + ) continue shape = instance_data.TrackedShape( - type='rectangle', + type="rectangle", points=ann.points, occluded=occluded, outside=False, @@ -56,13 +57,14 @@ def _import_to_task(dataset, instance_data): z_order=ann.z_order, frame=frame_number, attributes=attributes, - source='manual', + source="manual", ) # build trajectories as lists of shapes in track dict if track_id not in tracks: tracks[track_id] = instance_data.Track( - label_cat.items[ann.label].name, 0, 'manual', []) + label_cat.items[ann.label].name, 0, "manual", [] + ) tracks[track_id].shapes.append(shape) for track in tracks.values(): @@ -75,8 +77,9 @@ def _import_to_task(dataset, instance_data): for shape in track.shapes[1:]: has_skip = instance_data.frame_step < shape.frame - prev_shape.frame if has_skip and not prev_shape.outside: - prev_shape = prev_shape._replace(outside=True, - frame=prev_shape.frame + instance_data.frame_step) + prev_shape = prev_shape._replace( + outside=True, frame=prev_shape.frame + instance_data.frame_step + ) prev_shape_idx += 1 track.shapes.insert(prev_shape_idx, prev_shape) prev_shape = shape @@ -84,34 +87,36 @@ def _import_to_task(dataset, instance_data): # Append a shape with outside=True to finish the track last_shape = track.shapes[-1] - if last_shape.frame + instance_data.frame_step <= \ - int(instance_data.meta[instance_data.META_FIELD]['stop_frame']): - track.shapes.append(last_shape._replace(outside=True, - frame=last_shape.frame + instance_data.frame_step) + if last_shape.frame + instance_data.frame_step <= int( + instance_data.meta[instance_data.META_FIELD]["stop_frame"] + ): + track.shapes.append( + last_shape._replace(outside=True, frame=last_shape.frame + instance_data.frame_step) ) instance_data.add_track(track) -@exporter(name='MOT', ext='ZIP', version='1.1') +@exporter(name="MOT", ext="ZIP", version="1.1") def _export(dst_file, temp_dir, instance_data, save_images=False): with GetCVATDataExtractor(instance_data, include_images=save_images) as extractor: dataset = dm.Dataset.from_extractors(extractor, env=dm_env) - dataset.export(temp_dir, 'mot_seq_gt', save_images=save_images) + dataset.export(temp_dir, "mot_seq_gt", save_images=save_images) make_zip_archive(temp_dir, dst_file) -@importer(name='MOT', ext='ZIP', version='1.1') + +@importer(name="MOT", ext="ZIP", version="1.1") def _import(src_file, temp_dir, instance_data, load_data_callback=None, **kwargs): Archive(src_file.name).extractall(temp_dir) - detect_dataset(temp_dir, format_name='mot_seq', importer=dm_env.importers.get('mot_seq')) - dataset = dm.Dataset.import_from(temp_dir, 'mot_seq', env=dm_env) + detect_dataset(temp_dir, format_name="mot_seq", importer=dm_env.importers.get("mot_seq")) + dataset = dm.Dataset.import_from(temp_dir, "mot_seq", env=dm_env) if load_data_callback is not None: load_data_callback(dataset, instance_data) # Dirty way to determine instance type to avoid circular dependency - if hasattr(instance_data, '_db_project'): + if hasattr(instance_data, "_db_project"): for sub_dataset, task_data in instance_data.split_dataset(dataset): _import_to_task(sub_dataset, task_data) else: diff --git a/cvat/apps/dataset_manager/formats/mots.py b/cvat/apps/dataset_manager/formats/mots.py index b197fb030942..eef471ec3b60 100644 --- a/cvat/apps/dataset_manager/formats/mots.py +++ b/cvat/apps/dataset_manager/formats/mots.py @@ -22,8 +22,8 @@ class KeepTracks(ItemTransform): def transform_item(self, item): - return item.wrap(annotations=[a for a in item.annotations - if 'track_id' in a.attributes]) + return item.wrap(annotations=[a for a in item.annotations if "track_id" in a.attributes]) + def _import_to_task(dataset, instance_data): tracks = {} @@ -34,7 +34,8 @@ def _import_to_task(dataset, instance_data): shift = 0 for item in dataset: frame_number = instance_data.abs_frame_id( - match_dm_item(item, instance_data, root_hint=root_hint)) + match_dm_item(item, instance_data, root_hint=root_hint) + ) track_ids = set() @@ -42,7 +43,7 @@ def _import_to_task(dataset, instance_data): if ann.type != AnnotationType.polygon: continue - track_id = ann.attributes['track_id'] + track_id = ann.attributes["track_id"] group_id = track_id if track_id in track_ids: @@ -53,22 +54,23 @@ def _import_to_task(dataset, instance_data): track_ids.add(track_id) shape = instance_data.TrackedShape( - type='polygon', + type="polygon", points=ann.points, - occluded=ann.attributes.get('occluded') is True, + occluded=ann.attributes.get("occluded") is True, outside=False, keyframe=True, z_order=ann.z_order, frame=frame_number, attributes=[], - source='manual', - group=group_id + source="manual", + group=group_id, ) # build trajectories as lists of shapes in track dict if track_id not in tracks: tracks[track_id] = instance_data.Track( - label_cat.items[ann.label].name, 0, 'manual', []) + label_cat.items[ann.label].name, 0, "manual", [] + ) tracks[track_id].shapes.append(shape) for track in tracks.values(): @@ -80,8 +82,9 @@ def _import_to_task(dataset, instance_data): for shape in track.shapes[1:]: has_skip = instance_data.frame_step < shape.frame - prev_shape.frame if has_skip and not prev_shape.outside: - prev_shape = prev_shape._replace(outside=True, - frame=prev_shape.frame + instance_data.frame_step) + prev_shape = prev_shape._replace( + outside=True, frame=prev_shape.frame + instance_data.frame_step + ) prev_shape_idx += 1 track.shapes.insert(prev_shape_idx, prev_shape) prev_shape = shape @@ -89,41 +92,43 @@ def _import_to_task(dataset, instance_data): # Append a shape with outside=True to finish the track last_shape = track.shapes[-1] - if last_shape.frame + instance_data.frame_step <= \ - int(instance_data.meta[instance_data.META_FIELD]['stop_frame']): - track.shapes.append(last_shape._replace(outside=True, - frame=last_shape.frame + instance_data.frame_step) + if last_shape.frame + instance_data.frame_step <= int( + instance_data.meta[instance_data.META_FIELD]["stop_frame"] + ): + track.shapes.append( + last_shape._replace(outside=True, frame=last_shape.frame + instance_data.frame_step) ) instance_data.add_track(track) -@exporter(name='MOTS PNG', ext='ZIP', version='1.0') + +@exporter(name="MOTS PNG", ext="ZIP", version="1.0") def _export(dst_file, temp_dir, instance_data, save_images=False): with GetCVATDataExtractor(instance_data, include_images=save_images) as extractor: dataset = Dataset.from_extractors(extractor, env=dm_env) - dataset.transform(KeepTracks) # can only export tracks + dataset.transform(KeepTracks) # can only export tracks dataset.transform(RotatedBoxesToPolygons) - dataset.transform('polygons_to_masks') - dataset.transform('boxes_to_masks') - dataset.transform('merge_instance_segments') + dataset.transform("polygons_to_masks") + dataset.transform("boxes_to_masks") + dataset.transform("merge_instance_segments") - dataset.export(temp_dir, 'mots_png', save_images=save_images) + dataset.export(temp_dir, "mots_png", save_images=save_images) make_zip_archive(temp_dir, dst_file) -@importer(name='MOTS PNG', ext='ZIP', version='1.0') + +@importer(name="MOTS PNG", ext="ZIP", version="1.0") def _import(src_file, temp_dir, instance_data, load_data_callback=None, **kwargs): Archive(src_file.name).extractall(temp_dir) - detect_dataset(temp_dir, format_name='mots', importer=dm_env.importers.get('mots')) - dataset = Dataset.import_from(temp_dir, 'mots', env=dm_env) + detect_dataset(temp_dir, format_name="mots", importer=dm_env.importers.get("mots")) + dataset = Dataset.import_from(temp_dir, "mots", env=dm_env) dataset = MaskToPolygonTransformation.convert_dataset(dataset, **kwargs) if load_data_callback is not None: load_data_callback(dataset, instance_data) # Dirty way to determine instance type to avoid circular dependency - if hasattr(instance_data, '_db_project'): + if hasattr(instance_data, "_db_project"): for sub_dataset, task_data in instance_data.split_dataset(dataset): _import_to_task(sub_dataset, task_data) else: _import_to_task(dataset, instance_data) - diff --git a/cvat/apps/dataset_manager/formats/openimages.py b/cvat/apps/dataset_manager/formats/openimages.py index 9959a0cb30fb..10b5384e4404 100644 --- a/cvat/apps/dataset_manager/formats/openimages.py +++ b/cvat/apps/dataset_manager/formats/openimages.py @@ -27,39 +27,41 @@ def find_item_ids(path): image_desc_patterns = ( OpenImagesPath.FULL_IMAGE_DESCRIPTION_FILE_NAME, - *OpenImagesPath.SUBSET_IMAGE_DESCRIPTION_FILE_PATTERNS + *OpenImagesPath.SUBSET_IMAGE_DESCRIPTION_FILE_PATTERNS, ) image_desc_patterns = ( - osp.join(path, OpenImagesPath.ANNOTATIONS_DIR, pattern) - for pattern in image_desc_patterns + osp.join(path, OpenImagesPath.ANNOTATIONS_DIR, pattern) for pattern in image_desc_patterns ) for pattern in image_desc_patterns: for path in glob.glob(pattern): - with open(path, 'r') as desc: + with open(path, "r") as desc: next(desc) for row in desc: - yield row.split(',')[0] + yield row.split(",")[0] -@exporter(name='Open Images V6', ext='ZIP', version='1.0') + +@exporter(name="Open Images V6", ext="ZIP", version="1.0") def _export(dst_file, temp_dir, task_data, save_images=False): with GetCVATDataExtractor(task_data, include_images=save_images) as extractor: dataset = Dataset.from_extractors(extractor, env=dm_env) dataset.transform(RotatedBoxesToPolygons) - dataset.transform('polygons_to_masks') - dataset.transform('merge_instance_segments') + dataset.transform("polygons_to_masks") + dataset.transform("merge_instance_segments") - dataset.export(temp_dir, 'open_images', save_images=save_images) + dataset.export(temp_dir, "open_images", save_images=save_images) make_zip_archive(temp_dir, dst_file) -@importer(name='Open Images V6', ext='ZIP', version='1.0') + +@importer(name="Open Images V6", ext="ZIP", version="1.0") def _import(src_file, temp_dir, instance_data, load_data_callback=None, **kwargs): Archive(src_file.name).extractall(temp_dir) - image_meta_path = osp.join(temp_dir, OpenImagesPath.ANNOTATIONS_DIR, - DEFAULT_IMAGE_META_FILE_NAME) + image_meta_path = osp.join( + temp_dir, OpenImagesPath.ANNOTATIONS_DIR, DEFAULT_IMAGE_META_FILE_NAME + ) image_meta = None if not osp.isfile(image_meta_path): @@ -67,25 +69,24 @@ def _import(src_file, temp_dir, instance_data, load_data_callback=None, **kwargs item_ids = list(find_item_ids(temp_dir)) root_hint = find_dataset_root( - [DatasetItem(id=item_id) for item_id in item_ids], instance_data) + [DatasetItem(id=item_id) for item_id in item_ids], instance_data + ) for item_id in item_ids: frame_info = None try: - frame_id = match_dm_item(DatasetItem(id=item_id), - instance_data, root_hint) + frame_id = match_dm_item(DatasetItem(id=item_id), instance_data, root_hint) frame_info = instance_data.frame_info[frame_id] - except Exception: # nosec + except Exception: # nosec pass if frame_info is not None: - image_meta[item_id] = (frame_info['height'], frame_info['width']) + image_meta[item_id] = (frame_info["height"], frame_info["width"]) - detect_dataset(temp_dir, format_name='open_images', importer=dm_env.importers.get('open_images')) - dataset = Dataset.import_from(temp_dir, 'open_images', - image_meta=image_meta, env=dm_env) + detect_dataset( + temp_dir, format_name="open_images", importer=dm_env.importers.get("open_images") + ) + dataset = Dataset.import_from(temp_dir, "open_images", image_meta=image_meta, env=dm_env) dataset = MaskToPolygonTransformation.convert_dataset(dataset, **kwargs) if load_data_callback is not None: load_data_callback(dataset, instance_data) import_dm_annotations(dataset, instance_data) - - diff --git a/cvat/apps/dataset_manager/formats/pascal_voc.py b/cvat/apps/dataset_manager/formats/pascal_voc.py index 8863b58e937e..63d61991fe89 100644 --- a/cvat/apps/dataset_manager/formats/pascal_voc.py +++ b/cvat/apps/dataset_manager/formats/pascal_voc.py @@ -22,44 +22,44 @@ from .registry import dm_env, exporter, importer -@exporter(name='PASCAL VOC', ext='ZIP', version='1.1') +@exporter(name="PASCAL VOC", ext="ZIP", version="1.1") def _export(dst_file, temp_dir, instance_data, save_images=False): with GetCVATDataExtractor(instance_data, include_images=save_images) as extractor: dataset = Dataset.from_extractors(extractor, env=dm_env) - dataset.export(temp_dir, 'voc', save_images=save_images, - label_map='source') + dataset.export(temp_dir, "voc", save_images=save_images, label_map="source") make_zip_archive(temp_dir, dst_file) -@importer(name='PASCAL VOC', ext='ZIP', version='1.1') + +@importer(name="PASCAL VOC", ext="ZIP", version="1.1") def _import(src_file, temp_dir, instance_data, load_data_callback=None, **kwargs): Archive(src_file.name).extractall(temp_dir) # put label map from the task if not present - labelmap_file = osp.join(temp_dir, 'labelmap.txt') + labelmap_file = osp.join(temp_dir, "labelmap.txt") if not osp.isfile(labelmap_file): - labels_meta = instance_data.meta[instance_data.META_FIELD]['labels'] - labels = (label['name'] + ':::' for _, label in labels_meta) - with open(labelmap_file, 'w') as f: - f.write('\n'.join(labels)) + labels_meta = instance_data.meta[instance_data.META_FIELD]["labels"] + labels = (label["name"] + ":::" for _, label in labels_meta) + with open(labelmap_file, "w") as f: + f.write("\n".join(labels)) # support flat archive layout - anno_dir = osp.join(temp_dir, 'Annotations') + anno_dir = osp.join(temp_dir, "Annotations") if not osp.isdir(anno_dir): - anno_files = glob(osp.join(temp_dir, '**', '*.xml'), recursive=True) - subsets_dir = osp.join(temp_dir, 'ImageSets', 'Main') + anno_files = glob(osp.join(temp_dir, "**", "*.xml"), recursive=True) + subsets_dir = osp.join(temp_dir, "ImageSets", "Main") os.makedirs(subsets_dir, exist_ok=True) - with open(osp.join(subsets_dir, 'train.txt'), 'w') as subset_file: + with open(osp.join(subsets_dir, "train.txt"), "w") as subset_file: for f in anno_files: - subset_file.write(osp.splitext(osp.basename(f))[0] + '\n') + subset_file.write(osp.splitext(osp.basename(f))[0] + "\n") os.makedirs(anno_dir, exist_ok=True) for f in anno_files: shutil.move(f, anno_dir) - detect_dataset(temp_dir, format_name='voc', importer=dm_env.importers.get('voc')) - dataset = Dataset.import_from(temp_dir, 'voc', env=dm_env) + detect_dataset(temp_dir, format_name="voc", importer=dm_env.importers.get("voc")) + dataset = Dataset.import_from(temp_dir, "voc", env=dm_env) dataset = MaskToPolygonTransformation.convert_dataset(dataset, **kwargs) if load_data_callback is not None: load_data_callback(dataset, instance_data) diff --git a/cvat/apps/dataset_manager/formats/pointcloud.py b/cvat/apps/dataset_manager/formats/pointcloud.py index 78086b8e4136..85f73c0bad16 100644 --- a/cvat/apps/dataset_manager/formats/pointcloud.py +++ b/cvat/apps/dataset_manager/formats/pointcloud.py @@ -18,27 +18,33 @@ from .registry import dm_env, exporter, importer -@exporter(name='Sly Point Cloud Format', ext='ZIP', version='1.0', dimension=DimensionType.DIM_3D) +@exporter(name="Sly Point Cloud Format", ext="ZIP", version="1.0", dimension=DimensionType.DIM_3D) def _export_images(dst_file, temp_dir, task_data, save_images=False): with GetCVATDataExtractor( - task_data, include_images=save_images, format_type='sly_pointcloud', + task_data, + include_images=save_images, + format_type="sly_pointcloud", dimension=DimensionType.DIM_3D, ) as extractor: dataset = Dataset.from_extractors(extractor, env=dm_env) - dataset.export(temp_dir, 'sly_pointcloud', save_images=save_images, allow_undeclared_attrs=True) + dataset.export( + temp_dir, "sly_pointcloud", save_images=save_images, allow_undeclared_attrs=True + ) make_zip_archive(temp_dir, dst_file) -@importer(name='Sly Point Cloud Format', ext='ZIP', version='1.0', dimension=DimensionType.DIM_3D) +@importer(name="Sly Point Cloud Format", ext="ZIP", version="1.0", dimension=DimensionType.DIM_3D) def _import(src_file, temp_dir, instance_data, load_data_callback=None, **kwargs): if zipfile.is_zipfile(src_file): zipfile.ZipFile(src_file).extractall(temp_dir) - detect_dataset(temp_dir, format_name='sly_pointcloud', importer=dm_env.importers.get('sly_pointcloud')) - dataset = Dataset.import_from(temp_dir, 'sly_pointcloud', env=dm_env) + detect_dataset( + temp_dir, format_name="sly_pointcloud", importer=dm_env.importers.get("sly_pointcloud") + ) + dataset = Dataset.import_from(temp_dir, "sly_pointcloud", env=dm_env) else: - dataset = Dataset.import_from(src_file.name, 'sly_pointcloud', env=dm_env) + dataset = Dataset.import_from(src_file.name, "sly_pointcloud", env=dm_env) if load_data_callback is not None: load_data_callback(dataset, instance_data) import_dm_annotations(dataset, instance_data) diff --git a/cvat/apps/dataset_manager/formats/registry.py b/cvat/apps/dataset_manager/formats/registry.py index 41a8b980ba96..c14a0345767e 100644 --- a/cvat/apps/dataset_manager/formats/registry.py +++ b/cvat/apps/dataset_manager/formats/registry.py @@ -8,28 +8,36 @@ dm_env = Environment() + class _Format: - NAME = '' - EXT = '' - VERSION = '' - DISPLAY_NAME = '{NAME} {VERSION}' + NAME = "" + EXT = "" + VERSION = "" + DISPLAY_NAME = "{NAME} {VERSION}" ENABLED = True + class Exporter(_Format): def __call__(self, dst_file, temp_dir, instance_data, **options): raise NotImplementedError() + class Importer(_Format): def __call__(self, src_file, temp_dir, instance_data, load_data_callback=None, **options): raise NotImplementedError() -def _wrap_format(f_or_cls, klass, name, version, ext, display_name, enabled, dimension=DimensionType.DIM_2D): + +def _wrap_format( + f_or_cls, klass, name, version, ext, display_name, enabled, dimension=DimensionType.DIM_2D +): import inspect + assert inspect.isclass(f_or_cls) or inspect.isfunction(f_or_cls) if inspect.isclass(f_or_cls): - assert hasattr(f_or_cls, '__call__') + assert hasattr(f_or_cls, "__call__") target = f_or_cls elif inspect.isfunction(f_or_cls): + class wrapper(klass): # pylint: disable=arguments-differ def __call__(self, *args, **kwargs): @@ -43,7 +51,8 @@ def __call__(self, *args, **kwargs): target.VERSION = version or klass.VERSION target.EXT = ext or klass.EXT target.DISPLAY_NAME = (display_name or klass.DISPLAY_NAME).format( - NAME=name, VERSION=version, EXT=ext) + NAME=name, VERSION=version, EXT=ext + ) assert all([target.NAME, target.VERSION, target.EXT, target.DISPLAY_NAME]) target.DIMENSION = dimension target.ENABLED = enabled @@ -66,31 +75,53 @@ def format_for(export_format, mode): def exporter(name, version, ext, display_name=None, enabled=True, dimension=DimensionType.DIM_2D): assert name not in EXPORT_FORMATS, "Export format '%s' already registered" % name + def wrap_with_params(f_or_cls): - t = _wrap_format(f_or_cls, Exporter, - name=name, ext=ext, version=version, display_name=display_name, - enabled=enabled, dimension=dimension) + t = _wrap_format( + f_or_cls, + Exporter, + name=name, + ext=ext, + version=version, + display_name=display_name, + enabled=enabled, + dimension=dimension, + ) key = t.DISPLAY_NAME assert key not in EXPORT_FORMATS, "Export format '%s' already registered" % name EXPORT_FORMATS[key] = t return t + return wrap_with_params + IMPORT_FORMATS = {} + + def importer(name, version, ext, display_name=None, enabled=True, dimension=DimensionType.DIM_2D): def wrap_with_params(f_or_cls): - t = _wrap_format(f_or_cls, Importer, - name=name, ext=ext, version=version, display_name=display_name, - enabled=enabled, dimension=dimension) + t = _wrap_format( + f_or_cls, + Importer, + name=name, + ext=ext, + version=version, + display_name=display_name, + enabled=enabled, + dimension=dimension, + ) key = t.DISPLAY_NAME assert key not in IMPORT_FORMATS, "Import format '%s' already registered" % name IMPORT_FORMATS[key] = t return t + return wrap_with_params + def make_importer(name): return IMPORT_FORMATS[name]() + def make_exporter(name): return EXPORT_FORMATS[name]() diff --git a/cvat/apps/dataset_manager/formats/transformations.py b/cvat/apps/dataset_manager/formats/transformations.py index eacca23fa925..69f167eac62b 100644 --- a/cvat/apps/dataset_manager/formats/transformations.py +++ b/cvat/apps/dataset_manager/formats/transformations.py @@ -21,19 +21,32 @@ def _rotate_point(self, p, angle, cx, cy): def transform_item(self, item): annotations = item.annotations[:] - anns = [p for p in annotations if p.type == dm.AnnotationType.bbox and p.attributes['rotation']] + anns = [ + p for p in annotations if p.type == dm.AnnotationType.bbox and p.attributes["rotation"] + ] for ann in anns: - rotation = math.radians(ann.attributes['rotation']) + rotation = math.radians(ann.attributes["rotation"]) x0, y0, x1, y1 = ann.points [cx, cy] = [(x0 + (x1 - x0) / 2), (y0 + (y1 - y0) / 2)] - anno_points = list(chain.from_iterable( - map(lambda p: self._rotate_point(p, rotation, cx, cy), [(x0, y0), (x1, y0), (x1, y1), (x0, y1)]) - )) + anno_points = list( + chain.from_iterable( + map( + lambda p: self._rotate_point(p, rotation, cx, cy), + [(x0, y0), (x1, y0), (x1, y1), (x0, y1)], + ) + ) + ) annotations.remove(ann) - annotations.append(dm.Polygon(anno_points, - label=ann.label, attributes=ann.attributes, group=ann.group, - z_order=ann.z_order)) + annotations.append( + dm.Polygon( + anno_points, + label=ann.label, + attributes=ann.attributes, + group=ann.group, + z_order=ann.z_order, + ) + ) return item.wrap(annotations=annotations) @@ -62,8 +75,13 @@ def cvat_rle_to_dm_rle(shape, img_h: int, img_w: int) -> dm.RleMask: # obtain RLE coco_rle = mask_utils.encode(np.asfortranarray(full_mask)) - return dm.RleMask(rle=coco_rle, label=shape.label, z_order=shape.z_order, - attributes=shape.attributes, group=shape.group) + return dm.RleMask( + rle=coco_rle, + label=shape.label, + z_order=shape.z_order, + attributes=shape.attributes, + group=shape.group, + ) @classmethod def dm_mask_to_cvat_rle(cls, dm_mask: dm.Mask) -> list[int]: @@ -124,8 +142,13 @@ def convert_ellipse(ellipse, img_h, img_w): def _lazy_convert(): return EllipsesToMasks._convert(ellipse, img_h, img_w) - return dm.RleMask(rle=_lazy_convert, label=ellipse.label, z_order=ellipse.z_order, - attributes=ellipse.attributes, group=ellipse.group) + return dm.RleMask( + rle=_lazy_convert, + label=ellipse.label, + z_order=ellipse.z_order, + attributes=ellipse.attributes, + group=ellipse.group, + ) class MaskToPolygonTransformation: @@ -136,12 +159,12 @@ class MaskToPolygonTransformation: @classmethod def declare_arg_names(cls): - return ['conv_mask_to_poly'] + return ["conv_mask_to_poly"] @classmethod def convert_dataset(cls, dataset, **kwargs): - if kwargs.get('conv_mask_to_poly', True): - dataset.transform('masks_to_polygons') + if kwargs.get("conv_mask_to_poly", True): + dataset.transform("masks_to_polygons") return dataset diff --git a/cvat/apps/dataset_manager/formats/utils.py b/cvat/apps/dataset_manager/formats/utils.py index f565c0aed687..42b2db99048b 100644 --- a/cvat/apps/dataset_manager/formats/utils.py +++ b/cvat/apps/dataset_manager/formats/utils.py @@ -23,7 +23,10 @@ def get_bit(number, index): return tuple(color) -DEFAULT_COLORMAP_PATH = osp.join(osp.dirname(__file__), 'predefined_colors.txt') + +DEFAULT_COLORMAP_PATH = osp.join(osp.dirname(__file__), "predefined_colors.txt") + + def parse_default_colors(file_path=None): if file_path is None: file_path = DEFAULT_COLORMAP_PATH @@ -32,35 +35,36 @@ def parse_default_colors(file_path=None): with open(file_path) as f: for line in f: line = line.strip() - if not line or line[0] == '#': + if not line or line[0] == "#": continue - _, label, color = line.split(':') - colors[label] = tuple(map(int, color.split(','))) + _, label, color = line.split(":") + colors[label] = tuple(map(int, color.split(","))) return colors + def normalize_label(label): - label = make_file_name(label) # basically, convert to ASCII lowercase - label = label.replace('-', '_') + label = make_file_name(label) # basically, convert to ASCII lowercase + label = label.replace("-", "_") return label + def rgb2hex(color): - return '#{0:02x}{1:02x}{2:02x}'.format(*color) + return "#{0:02x}{1:02x}{2:02x}".format(*color) + def hex2rgb(color): - return tuple(int(color.lstrip('#')[i:i+2], 16) for i in (0, 2, 4)) + return tuple(int(color.lstrip("#")[i : i + 2], 16) for i in (0, 2, 4)) + def make_colormap(instance_data): - labels = [label for _, label in instance_data.meta[instance_data.META_FIELD]['labels']] - label_names = [label['name'] for label in labels] - - if 'background' not in label_names: - labels.insert(0, { - 'name': 'background', - 'color': '#000000', - } - ) + labels = [label for _, label in instance_data.meta[instance_data.META_FIELD]["labels"]] + label_names = [label["name"] for label in labels] + + if "background" not in label_names: + labels.insert(0, {"name": "background", "color": "#000000"}) + + return {label["name"]: [hex2rgb(label["color"]), [], []] for label in labels} - return {label['name']: [hex2rgb(label['color']), [], []] for label in labels} def generate_color(color, used_colors): def tint_shade_color(): @@ -71,19 +75,22 @@ def tint_shade_color(): def get_unused_color(): def get_avg_color(index): sorted_colors = sorted(used_colors, key=operator.itemgetter(index)) - max_dist_pair = max(zip(sorted_colors, sorted_colors[1:]), - key=lambda c_pair: c_pair[1][index] - c_pair[0][index]) + max_dist_pair = max( + zip(sorted_colors, sorted_colors[1:]), + key=lambda c_pair: c_pair[1][index] - c_pair[0][index], + ) return (max_dist_pair[0][index] + max_dist_pair[1][index]) // 2 return tuple(get_avg_color(i) for i in range(3)) - #try to tint and shade color firstly + # try to tint and shade color firstly for new_color in tint_shade_color(): if new_color not in used_colors: return new_color return get_unused_color() + def get_label_color(label_name, label_colors): predefined = parse_default_colors() label_colors = tuple(hex2rgb(c) for c in label_colors if c) @@ -92,7 +99,9 @@ def get_label_color(label_name, label_colors): color = predefined.get(normalized_name, None) if color is None: - name_hash = int.from_bytes(blake2s(normalized_name.encode(), digest_size=3).digest(), byteorder="big") + name_hash = int.from_bytes( + blake2s(normalized_name.encode(), digest_size=3).digest(), byteorder="big" + ) color = get_color_from_index(name_hash) if color in label_colors: diff --git a/cvat/apps/dataset_manager/formats/velodynepoint.py b/cvat/apps/dataset_manager/formats/velodynepoint.py index 63c68b674eb9..864a44d07ef0 100644 --- a/cvat/apps/dataset_manager/formats/velodynepoint.py +++ b/cvat/apps/dataset_manager/formats/velodynepoint.py @@ -23,31 +23,36 @@ class RemoveTrackingInformation(ItemTransform): def transform_item(self, item): annotations = list(item.annotations) for anno in annotations: - if hasattr(anno, 'attributes') and 'track_id' in anno.attributes: - del anno.attributes['track_id'] + if hasattr(anno, "attributes") and "track_id" in anno.attributes: + del anno.attributes["track_id"] return item.wrap(annotations=annotations) -@exporter(name='Kitti Raw Format', ext='ZIP', version='1.0', dimension=DimensionType.DIM_3D) + +@exporter(name="Kitti Raw Format", ext="ZIP", version="1.0", dimension=DimensionType.DIM_3D) def _export_images(dst_file, temp_dir, task_data, save_images=False): with GetCVATDataExtractor( - task_data, include_images=save_images, format_type="kitti_raw", + task_data, + include_images=save_images, + format_type="kitti_raw", dimension=DimensionType.DIM_3D, ) as extractor: dataset = Dataset.from_extractors(extractor, env=dm_env) dataset.transform(RemoveTrackingInformation) - dataset.export(temp_dir, 'kitti_raw', save_images=save_images, reindex=True) + dataset.export(temp_dir, "kitti_raw", save_images=save_images, reindex=True) make_zip_archive(temp_dir, dst_file) -@importer(name='Kitti Raw Format', ext='ZIP', version='1.0', dimension=DimensionType.DIM_3D) +@importer(name="Kitti Raw Format", ext="ZIP", version="1.0", dimension=DimensionType.DIM_3D) def _import(src_file, temp_dir, instance_data, load_data_callback=None, **kwargs): if zipfile.is_zipfile(src_file): zipfile.ZipFile(src_file).extractall(temp_dir) - detect_dataset(temp_dir, format_name='kitti_raw', importer=dm_env.importers.get('kitti_raw')) - dataset = Dataset.import_from(temp_dir, 'kitti_raw', env=dm_env) + detect_dataset( + temp_dir, format_name="kitti_raw", importer=dm_env.importers.get("kitti_raw") + ) + dataset = Dataset.import_from(temp_dir, "kitti_raw", env=dm_env) else: - dataset = Dataset.import_from(src_file.name, 'kitti_raw', env=dm_env) + dataset = Dataset.import_from(src_file.name, "kitti_raw", env=dm_env) if load_data_callback is not None: load_data_callback(dataset, instance_data) import_dm_annotations(dataset, instance_data) diff --git a/cvat/apps/dataset_manager/formats/vggface2.py b/cvat/apps/dataset_manager/formats/vggface2.py index 8b9a0726bf81..b942a9d942ac 100644 --- a/cvat/apps/dataset_manager/formats/vggface2.py +++ b/cvat/apps/dataset_manager/formats/vggface2.py @@ -18,22 +18,23 @@ from .registry import dm_env, exporter, importer -@exporter(name='VGGFace2', ext='ZIP', version='1.0') +@exporter(name="VGGFace2", ext="ZIP", version="1.0") def _export(dst_file, temp_dir, instance_data, save_images=False): with GetCVATDataExtractor(instance_data, include_images=save_images) as extractor: dataset = Dataset.from_extractors(extractor, env=dm_env) - dataset.export(temp_dir, 'vgg_face2', save_images=save_images) + dataset.export(temp_dir, "vgg_face2", save_images=save_images) make_zip_archive(temp_dir, dst_file) -@importer(name='VGGFace2', ext='ZIP', version='1.0') + +@importer(name="VGGFace2", ext="ZIP", version="1.0") def _import(src_file, temp_dir, instance_data, load_data_callback=None, **kwargs): zipfile.ZipFile(src_file).extractall(temp_dir) - detect_dataset(temp_dir, format_name='vgg_face2', importer=dm_env.importers.get('vgg_face2')) - dataset = Dataset.import_from(temp_dir, 'vgg_face2', env=dm_env) + detect_dataset(temp_dir, format_name="vgg_face2", importer=dm_env.importers.get("vgg_face2")) + dataset = Dataset.import_from(temp_dir, "vgg_face2", env=dm_env) if isinstance(instance_data, TaskData): - dataset.transform('rename', regex=r"|([^/]+/)?(.+)|\2|") + dataset.transform("rename", regex=r"|([^/]+/)?(.+)|\2|") if load_data_callback is not None: load_data_callback(dataset, instance_data) import_dm_annotations(dataset, instance_data) diff --git a/cvat/apps/dataset_manager/formats/widerface.py b/cvat/apps/dataset_manager/formats/widerface.py index 4e168ebf0a63..dc22eaa785bc 100644 --- a/cvat/apps/dataset_manager/formats/widerface.py +++ b/cvat/apps/dataset_manager/formats/widerface.py @@ -17,20 +17,21 @@ from .registry import dm_env, exporter, importer -@exporter(name='WiderFace', ext='ZIP', version='1.0') +@exporter(name="WiderFace", ext="ZIP", version="1.0") def _export(dst_file, temp_dir, instance_data, save_images=False): with GetCVATDataExtractor(instance_data, include_images=save_images) as extractor: dataset = Dataset.from_extractors(extractor, env=dm_env) - dataset.export(temp_dir, 'wider_face', save_images=save_images) + dataset.export(temp_dir, "wider_face", save_images=save_images) make_zip_archive(temp_dir, dst_file) -@importer(name='WiderFace', ext='ZIP', version='1.0') + +@importer(name="WiderFace", ext="ZIP", version="1.0") def _import(src_file, temp_dir, instance_data, load_data_callback=None, **kwargs): zipfile.ZipFile(src_file).extractall(temp_dir) - detect_dataset(temp_dir, format_name='wider_face', importer=dm_env.importers.get('wider_face')) - dataset = Dataset.import_from(temp_dir, 'wider_face', env=dm_env) + detect_dataset(temp_dir, format_name="wider_face", importer=dm_env.importers.get("wider_face")) + dataset = Dataset.import_from(temp_dir, "wider_face", env=dm_env) if load_data_callback is not None: load_data_callback(dataset, instance_data) import_dm_annotations(dataset, instance_data) diff --git a/cvat/apps/dataset_manager/formats/yolo.py b/cvat/apps/dataset_manager/formats/yolo.py index 985ac92cb5e4..ef9cf8976627 100644 --- a/cvat/apps/dataset_manager/formats/yolo.py +++ b/cvat/apps/dataset_manager/formats/yolo.py @@ -33,7 +33,7 @@ def _export_common( format_name: str, *, save_images: bool = False, - **kwargs + **kwargs, ): with GetCVATDataExtractor(instance_data, include_images=save_images) as extractor: dataset = Dataset.from_extractors(extractor, env=dm_env) @@ -42,9 +42,9 @@ def _export_common( make_zip_archive(temp_dir, dst_file) -@exporter(name='YOLO', ext='ZIP', version='1.1') +@exporter(name="YOLO", ext="ZIP", version="1.1") def _export_yolo(*args, **kwargs): - _export_common(*args, format_name='yolo', **kwargs) + _export_common(*args, format_name="yolo", **kwargs) def _import_common( @@ -55,92 +55,93 @@ def _import_common( *, load_data_callback: Optional[Callable] = None, import_kwargs: dict | None = None, - **kwargs + **kwargs, ): Archive(src_file.name).extractall(temp_dir) image_info = {} extractor = dm_env.extractors.get(format_name) - frames = [extractor.name_from_path(osp.relpath(p, temp_dir)) - for p in glob(osp.join(temp_dir, '**', '*.txt'), recursive=True)] - root_hint = find_dataset_root( - [DatasetItem(id=frame) for frame in frames], instance_data) + frames = [ + extractor.name_from_path(osp.relpath(p, temp_dir)) + for p in glob(osp.join(temp_dir, "**", "*.txt"), recursive=True) + ] + root_hint = find_dataset_root([DatasetItem(id=frame) for frame in frames], instance_data) for frame in frames: frame_info = None try: - frame_id = match_dm_item(DatasetItem(id=frame), instance_data, - root_hint=root_hint) + frame_id = match_dm_item(DatasetItem(id=frame), instance_data, root_hint=root_hint) frame_info = instance_data.frame_info[frame_id] - except Exception: # nosec + except Exception: # nosec pass if frame_info is not None: image_info[frame] = (frame_info["height"], frame_info["width"]) detect_dataset(temp_dir, format_name=format_name, importer=dm_env.importers.get(format_name)) - dataset = Dataset.import_from(temp_dir, format_name, - env=dm_env, image_info=image_info, **(import_kwargs or {})) + dataset = Dataset.import_from( + temp_dir, format_name, env=dm_env, image_info=image_info, **(import_kwargs or {}) + ) dataset = dataset.transform(SetKeyframeForEveryTrackShape) if load_data_callback is not None: load_data_callback(dataset, instance_data) import_dm_annotations(dataset, instance_data) -@importer(name='YOLO', ext='ZIP', version='1.1') +@importer(name="YOLO", ext="ZIP", version="1.1") def _import_yolo(*args, **kwargs): _import_common(*args, format_name="yolo", **kwargs) -@exporter(name='Ultralytics YOLO Detection', ext='ZIP', version='1.0') +@exporter(name="Ultralytics YOLO Detection", ext="ZIP", version="1.0") def _export_yolo_ultralytics_detection(*args, **kwargs): - _export_common(*args, format_name='yolo_ultralytics_detection', **kwargs) + _export_common(*args, format_name="yolo_ultralytics_detection", **kwargs) -@exporter(name='Ultralytics YOLO Detection Track', ext='ZIP', version='1.0') +@exporter(name="Ultralytics YOLO Detection Track", ext="ZIP", version="1.0") def _export_yolo_ultralytics_detection_track(*args, **kwargs): - _export_common(*args, format_name='yolo_ultralytics_detection', write_track_id=True, **kwargs) + _export_common(*args, format_name="yolo_ultralytics_detection", write_track_id=True, **kwargs) -@exporter(name='Ultralytics YOLO Oriented Bounding Boxes', ext='ZIP', version='1.0') +@exporter(name="Ultralytics YOLO Oriented Bounding Boxes", ext="ZIP", version="1.0") def _export_yolo_ultralytics_oriented_boxes(*args, **kwargs): - _export_common(*args, format_name='yolo_ultralytics_oriented_boxes', **kwargs) + _export_common(*args, format_name="yolo_ultralytics_oriented_boxes", **kwargs) -@exporter(name='Ultralytics YOLO Segmentation', ext='ZIP', version='1.0') +@exporter(name="Ultralytics YOLO Segmentation", ext="ZIP", version="1.0") def _export_yolo_ultralytics_segmentation(dst_file, temp_dir, instance_data, *, save_images=False): with GetCVATDataExtractor(instance_data, include_images=save_images) as extractor: dataset = Dataset.from_extractors(extractor, env=dm_env) - dataset = dataset.transform('masks_to_polygons') - dataset.export(temp_dir, 'yolo_ultralytics_segmentation', save_images=save_images) + dataset = dataset.transform("masks_to_polygons") + dataset.export(temp_dir, "yolo_ultralytics_segmentation", save_images=save_images) make_zip_archive(temp_dir, dst_file) -@exporter(name='Ultralytics YOLO Pose', ext='ZIP', version='1.0') +@exporter(name="Ultralytics YOLO Pose", ext="ZIP", version="1.0") def _export_yolo_ultralytics_pose(*args, **kwargs): - _export_common(*args, format_name='yolo_ultralytics_pose', **kwargs) + _export_common(*args, format_name="yolo_ultralytics_pose", **kwargs) -@exporter(name='Ultralytics YOLO Classification', ext='ZIP', version='1.0') +@exporter(name="Ultralytics YOLO Classification", ext="ZIP", version="1.0") def _export_yolo_ultralytics_classification(*args, **kwargs): - _export_common(*args, format_name='yolo_ultralytics_classification', **kwargs) + _export_common(*args, format_name="yolo_ultralytics_classification", **kwargs) -@importer(name='Ultralytics YOLO Detection', ext="ZIP", version="1.0") +@importer(name="Ultralytics YOLO Detection", ext="ZIP", version="1.0") def _import_yolo_ultralytics_detection(*args, **kwargs): _import_common(*args, format_name="yolo_ultralytics_detection", **kwargs) -@importer(name='Ultralytics YOLO Segmentation', ext="ZIP", version="1.0") +@importer(name="Ultralytics YOLO Segmentation", ext="ZIP", version="1.0") def _import_yolo_ultralytics_segmentation(*args, **kwargs): _import_common(*args, format_name="yolo_ultralytics_segmentation", **kwargs) -@importer(name='Ultralytics YOLO Oriented Bounding Boxes', ext="ZIP", version="1.0") +@importer(name="Ultralytics YOLO Oriented Bounding Boxes", ext="ZIP", version="1.0") def _import_yolo_ultralytics_oriented_boxes(*args, **kwargs): _import_common(*args, format_name="yolo_ultralytics_oriented_boxes", **kwargs) -@importer(name='Ultralytics YOLO Pose', ext="ZIP", version="1.0") +@importer(name="Ultralytics YOLO Pose", ext="ZIP", version="1.0") def _import_yolo_ultralytics_pose(src_file, temp_dir, instance_data, **kwargs): with GetCVATDataExtractor(instance_data) as extractor: point_categories = extractor.categories().get(AnnotationType.points) @@ -155,10 +156,10 @@ def _import_yolo_ultralytics_pose(src_file, temp_dir, instance_data, **kwargs): instance_data, format_name="yolo_ultralytics_pose", import_kwargs=dict(skeleton_sub_labels=true_skeleton_point_labels), - **kwargs + **kwargs, ) -@importer(name='Ultralytics YOLO Classification', ext="ZIP", version="1.0") +@importer(name="Ultralytics YOLO Classification", ext="ZIP", version="1.0") def _import_yolo_ultralytics_classification(*args, **kwargs): _import_common(*args, format_name="yolo_ultralytics_classification", **kwargs) diff --git a/pyproject.toml b/pyproject.toml index 6dc4f1c7487b..b7ba8411e60a 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -22,7 +22,6 @@ extend-exclude = """ annotation.py |apps.py |bindings.py - |formats/ |project.py |serializers.py |task.py From 9892390a56e8c065d6690155c7301eb11eec9ed4 Mon Sep 17 00:00:00 2001 From: Maxim Zhiltsov Date: Sat, 1 Feb 2025 00:28:55 +0300 Subject: [PATCH 9/9] Fix .gitignore (#9030) --- .gitignore | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/.gitignore b/.gitignore index a4a5b0032712..ac4ec5de6b6e 100644 --- a/.gitignore +++ b/.gitignore @@ -20,8 +20,8 @@ __pycache__ .coverage .husky/ .python-version -tmp*cvat/ -temp*/ +/tmp*cvat/ +/temp*/ # Ignore generated test files docker-compose.tests.yml

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