bump version to v2.19.1 (#6783)

* bump version to v2.19.1

* update

Author: RangiLyu

Diff for: README.md

@@ -13,10 +13,10 @@
   <img src="https://user-images.githubusercontent.com/12907710/137271636-56ba1cd2-b110-4812-8221-b4c120320aa9.png"/>
 
 
-[📘Documentation](https://mmdetection.readthedocs.io/en/v2.19.0/) |
-[🛠️Installation](https://mmdetection.readthedocs.io/en/v2.19.0/get_started.html) |
-[👀Model Zoo](https://mmdetection.readthedocs.io/en/v2.19.0/model_zoo.html) |
-[🆕Update News](https://mmdetection.readthedocs.io/en/v2.19.0/changelog.html) |
+[📘Documentation](https://mmdetection.readthedocs.io/en/v2.19.1/) |
+[🛠️Installation](https://mmdetection.readthedocs.io/en/v2.19.1/get_started.html) |
+[👀Model Zoo](https://mmdetection.readthedocs.io/en/v2.19.1/model_zoo.html) |
+[🆕Update News](https://mmdetection.readthedocs.io/en/v2.19.1/changelog.html) |
 [🚀Ongoing Projects](https://github.com/open-mmlab/mmdetection/projects) |
 [🤔Reporting Issues](https://github.com/open-mmlab/mmdetection/issues/new/choose)
 
@@ -60,11 +60,11 @@ This project is released under the [Apache 2.0 license](LICENSE).
 
 ## Changelog
 
-**2.19.0** was released in 29/11/2021:
+**2.19.1** was released in 14/12/2021:
 
-- Support [Label Assignment Distillation](https://arxiv.org/abs/2108.10520)
-- Support `persistent_workers` for Pytorch >= 1.7
-- Align accuracy to the updated official YOLOX
+- Release [YOLOX](configs/yolox/README.md) COCO pretrained models
+- Add abstract and sketch of the papers in readmes
+- Fix some weight initialization bugs
 
 Please refer to [changelog.md](docs/changelog.md) for details and release history.
 

Diff for: README_zh-CN.md

@@ -13,10 +13,10 @@
   <img src="https://user-images.githubusercontent.com/12907710/137271636-56ba1cd2-b110-4812-8221-b4c120320aa9.png"/>
 
 
-[📘使用文档](https://mmdetection.readthedocs.io/zh_CN/v2.19.0/) |
-[🛠️安装教程](https://mmdetection.readthedocs.io/zh_CN/v2.19.0/get_started.html) |
-[👀模型库](https://mmdetection.readthedocs.io/zh_CN/v2.19.0/model_zoo.html) |
-[🆕更新日志](https://mmdetection.readthedocs.io/en/v2.19.0/changelog.html) |
+[📘使用文档](https://mmdetection.readthedocs.io/zh_CN/v2.19.1/) |
+[🛠️安装教程](https://mmdetection.readthedocs.io/zh_CN/v2.19.1/get_started.html) |
+[👀模型库](https://mmdetection.readthedocs.io/zh_CN/v2.19.1/model_zoo.html) |
+[🆕更新日志](https://mmdetection.readthedocs.io/en/v2.19.1/changelog.html) |
 [🚀进行中的项目](https://github.com/open-mmlab/mmdetection/projects) |
 [🤔报告问题](https://github.com/open-mmlab/mmdetection/issues/new/choose)
 
@@ -59,10 +59,10 @@ MMDetection 是一个基于 PyTorch 的目标检测开源工具箱。它是 [Ope
 
 ## 更新日志
 
-最新的 **2.19.0** 版本已经在 2021.11.29 发布:
-- 支持了 [Label Assignment Distillation](https://arxiv.org/abs/2108.10520)
-- 对 PyTorch >= 1.7 支持 `persistent_workers`
-- 与最近更新的 YOLOX 对齐精度
+最新的 **2.19.1** 版本已经在 2021.12.14 发布:
+- 发布 [YOLOX](configs/yolox/README.md) COCO 预训练模型
+- 在自述文件中添加论文的摘要和草图
+- 修复一些权重初始化错误
 
 如果想了解更多版本更新细节和历史信息，请阅读[更新日志](docs/changelog.md)。
 

Diff for: docker/serve/Dockerfile

@@ -4,7 +4,7 @@ ARG CUDNN="7"
 FROM pytorch/pytorch:${PYTORCH}-cuda${CUDA}-cudnn${CUDNN}-devel
 
 ARG MMCV="1.3.17"
-ARG MMDET="2.19.0"
+ARG MMDET="2.19.1"
 
 ENV PYTHONUNBUFFERED TRUE
 

Diff for: docs/en/changelog.md

@@ -1,5 +1,39 @@
 ## Changelog
 
+### v2.19.1 (14/12/2021)
+
+#### New Features
+
+- Release [YOLOX](configs/yolox/README.md) COCO pretrained models (#6698)
+
+#### Bug Fixes
+
+- Fix DCN initialization in DenseHead (#6625)
+- Fix initialization of ConvFCHead (#6624)
+- Fix PseudoSampler in RCNN (#6622)
+- Fix weight initialization in Swin and PVT (#6663)
+- Fix dtype bug in BaseDenseHead (#6767)
+- Fix SimOTA with no valid bbox (#6733)
+
+#### Improvements
+
+- Add an example of combining swin and one-stage models (#6621)
+- Add `get_ann_info` to dataset_wrappers (#6526)
+- Support keeping image ratio in the multi-scale training of YOLOX (#6732)
+- Support `bbox_clip_border` for the augmentations of YOLOX (#6730)
+
+#### Documents
+
+- Update metafile (#6717)
+- Add mmhuman3d in readme (#6699)
+- Update FAQ docs (#6587)
+- Add doc for `detect_anomalous_params` (#6697)
+
+#### Contributors
+
+A total of 11 developers contributed to this release.
+Thanks @ZwwWayne, @LJoson, @Czm369, @jshilong, @ZCMax, @RangiLyu, @BIGWangYuDong, @hhaAndroid, @zhaoxin111, @GT9505, @shinya7y
+
 ### v2.19.0 (29/11/2021)
 
 #### Highlights

Diff for: docs/en/get_started.md

@@ -12,6 +12,7 @@ Compatible MMDetection and MMCV versions are shown as below. Please install the
 | MMDetection version |    MMCV version     |
 |:-------------------:|:-------------------:|
 | master              | mmcv-full>=1.3.17, <1.5.0 |
+| 2.19.1              | mmcv-full>=1.3.17, <1.5.0 |
 | 2.19.0              | mmcv-full>=1.3.17, <1.5.0 |
 | 2.18.0              | mmcv-full>=1.3.17, <1.4.0 |
 | 2.17.0              | mmcv-full>=1.3.14, <1.4.0 |

Diff for: docs/zh_cn/get_started.md

@@ -12,6 +12,7 @@ MMDetection 和 MMCV 版本兼容性如下所示，需要安装正确的 MMCV 
 | MMDetection 版本 |        MMCV 版本         |
 | :--------------: | :----------------------: |
 |      master      | mmcv-full>=1.3.17, <1.5.0 |
+|      2.19.1      | mmcv-full>=1.3.17, <1.5.0 |
 |      2.19.0      | mmcv-full>=1.3.17, <1.5.0 |
 |      2.18.1      | mmcv-full>=1.3.17, <1.4.0 |
 |      2.18.0      | mmcv-full>=1.3.14, <1.4.0 |

Diff for: mmdet/version.py

@@ -1,6 +1,6 @@
 # Copyright (c) OpenMMLab. All rights reserved.
 
-__version__ = '2.19.0'
+__version__ = '2.19.1'
 short_version = __version__