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@DeepAI-Research

DeepAI Research

An Open Source AI Research Group.

DeepAI Research

An AI research lab focused on creating simulation software and training pipelines for multimodal generative models.
Currently focusing on improving spatial understanding and motion in video gen models.

Current projects:

Simverse

Simverse is a synthetic video & image generator with auto-captioning. Simverse allows users to place objects in scenes, add movement, auto-caption, and prompt it to generate videos according to specific requirements. Enables the creation of high-quality training datasets for a wide range of computer vision and NLP tasks.

  • Simverse & SimData3D dataset paper + release date late 08/2024

Distributask

Distributask is a simple way to run distributed jobs, leveraging low-cost hardware from Vast.ai's marketplace. Get your synthetic data, rendering or data processing jobs done cheap and at scale. Deliver final results to Huggingface with one line of code.


If any of the research topics interest you reach out to eric [at] deepai.org

Find us at HuggingFace / Discord

A DeepAI Research Group

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  1. Simverse Simverse Public

    Synthetic data generator for image, video and 3D models

    Python 30 1

  2. Distributask Distributask Public

    Distributes tasks to a network of GPUs efficiently and uploads the result.

    Python 16 2

  3. SimData3D SimData3D Public

    SimData3D dataset for Simverse

    Python 2

  4. CogVideo CogVideo Public

    Forked from zai-org/CogVideo

    Text-to-video generation: CogVideoX (2024) and CogVideo (ICLR 2023)

    Python 1

  5. Spatial-Scene-Dataset Spatial-Scene-Dataset Public

    Spatial scene dataset + video dataset prep toolkit

    Python 2

  6. OpenSoraTraining OpenSoraTraining Public

    A hacker's guide to training Open Sora Plan on your custom dataset and GPUs

    6

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