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@DeepAI-Research

DeepAI Research

An Open Source AI Research Group.
README.md

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 29 1

  2. Distributask Distributask Public

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

    Python 15 2

  3. SimData3D SimData3D Public

    SimData3D dataset for Simverse

    Python 2

  4. CogVideo CogVideo Public

    Forked from THUDM/CogVideo

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

    Python

  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

Repositories

Showing 9 of 9 repositories
  • Spatial-Scene-Dataset Public

    Spatial scene dataset + video dataset prep toolkit

    DeepAI-Research/Spatial-Scene-Dataset’s past year of commit activity
    Python 2 0 0 0 Updated Aug 30, 2024
  • CogVideo Public Forked from THUDM/CogVideo

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

    DeepAI-Research/CogVideo’s past year of commit activity
    Python 0 Apache-2.0 793 0 0 Updated Aug 25, 2024
  • .github Public
    DeepAI-Research/.github’s past year of commit activity
    0 0 0 0 Updated Aug 20, 2024
  • Distributask Public

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

    DeepAI-Research/Distributask’s past year of commit activity
    Python 15 MIT 2 0 0 Updated Aug 13, 2024
  • Simverse Public

    Synthetic data generator for image, video and 3D models

    DeepAI-Research/Simverse’s past year of commit activity
    Python 29 1 2 0 Updated Aug 5, 2024
  • SimData3D Public

    SimData3D dataset for Simverse

    DeepAI-Research/SimData3D’s past year of commit activity
    Python 2 MIT 0 0 1 Updated Jul 17, 2024
  • website Public

    DeepAI Research website

    DeepAI-Research/website’s past year of commit activity
    HTML 1 0 0 0 Updated Jun 28, 2024
  • OpenSoraTraining Public

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

    DeepAI-Research/OpenSoraTraining’s past year of commit activity
    6 0 4 0 Updated May 28, 2024
  • Open-Sora-Plan Public Forked from PKU-YuanGroup/Open-Sora-Plan

    This project aim to reproduce Sora (Open AI T2V model), we wish the open source community contribute to this project.

    DeepAI-Research/Open-Sora-Plan’s past year of commit activity
    Python 0 MIT 1,066 0 0 Updated May 18, 2024

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