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@OpenGVLab

OpenGVLab

General Vision Team of Shanghai AI Laboratory

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Welcome to OpenGVLab! 👋

We are a research group from Shanghai AI Lab focused on Vision-Centric AI research. The GV in our name, OpenGVLab, means general vision, a general understanding of vision, so little effort is needed to adapt to new vision-based tasks.

We develop model architecture and release pre-trained foundation models to the community to motivate further research in this area. We have made promising progress in general vision AI, with 109 SOTA🚀. In 2022, our open-sourced foundation model 65.5 mAP on the COCO object detection benchmark, 91.1% Top1 accuracy in Kinetics 400, achieved landmarks for AI vision👀 tasks for image🖼️ and video📹 understanding. In 2023, we created VideoChat🦜,llama-adapter🦙, 3D foundation model Ponder V2🧊 and many more wonderful works! In CVPR 2023, our vision foundation model InternImage was listed as one of the most influential papers, and by benefiting from our partner OpenDriveLab, we won the Best paper together🎉 .

In 2024, we released the best open-source VLM InternVL , video understanding foundation model InternVideo2, which won 7 Champions on EgoVis challenges 🥇. Up to now, our brilliant team have open-sourced more than 70 works, please find them here😃

Based on solid vision foundations, we have expanded to Multi-Modality models and. We aim to empower individuals and businesses by offering a higher starting point for developing vision-based AI products and lessening the burden of building an AI model from scratch.

Branches: Alpha (explore lattest advances in vision+language research), uni-medical (focus on medical AI), Vchitect (Generative AI)

Follow us:    Twitter X logo Twitter   🤗Hugging Face    Medium logo Medium    WeChat logo WeChat    zhihu logo Zhihu

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  1. InternVL InternVL Public

    [CVPR 2024 Oral] InternVL Family: A Pioneering Open-Source Alternative to GPT-4o. 接近GPT-4o表现的开源多模态对话模型

    Python 5.5k 426

  2. InternVideo InternVideo Public

    [ECCV2024] Video Foundation Models & Data for Multimodal Understanding

    Python 1.3k 85

  3. Ask-Anything Ask-Anything Public

    [CVPR2024 Highlight][VideoChatGPT] ChatGPT with video understanding! And many more supported LMs such as miniGPT4, StableLM, and MOSS.

    Python 3k 244

  4. VideoMamba VideoMamba Public

    [ECCV2024] VideoMamba: State Space Model for Efficient Video Understanding

    Python 779 59

  5. OmniQuant OmniQuant Public

    [ICLR2024 spotlight] OmniQuant is a simple and powerful quantization technique for LLMs.

    Python 672 52

  6. LLaMA-Adapter LLaMA-Adapter Public

    [ICLR 2024] Fine-tuning LLaMA to follow Instructions within 1 Hour and 1.2M Parameters

    Python 5.7k 370

Repositories

Showing 10 of 66 repositories
  • MMIU Public

    MMIU: Multimodal Multi-image Understanding for Evaluating Large Vision-Language Models

    OpenGVLab/MMIU’s past year of commit activity
    Python 35 1 2 0 Updated Sep 14, 2024
  • VisionLLM Public

    VisionLLM Series

    OpenGVLab/VisionLLM’s past year of commit activity
    Python 847 Apache-2.0 20 12 0 Updated Sep 13, 2024
  • InternVL Public

    [CVPR 2024 Oral] InternVL Family: A Pioneering Open-Source Alternative to GPT-4o. 接近GPT-4o表现的开源多模态对话模型

    OpenGVLab/InternVL’s past year of commit activity
    Python 5,495 MIT 426 82 5 Updated Sep 10, 2024
  • ChartAst Public

    ChartAssistant is a chart-based vision-language model for universal chart comprehension and reasoning.

    OpenGVLab/ChartAst’s past year of commit activity
    Python 101 8 12 0 Updated Sep 7, 2024
  • Ask-Anything Public

    [CVPR2024 Highlight][VideoChatGPT] ChatGPT with video understanding! And many more supported LMs such as miniGPT4, StableLM, and MOSS.

    OpenGVLab/Ask-Anything’s past year of commit activity
    Python 2,977 MIT 244 103 4 Updated Sep 5, 2024
  • EgoExoLearn Public

    [CVPR 2024] Data and benchmark code for the EgoExoLearn dataset

    OpenGVLab/EgoExoLearn’s past year of commit activity
    Python 43 MIT 0 1 0 Updated Sep 3, 2024
  • OmniCorpus Public

    OmniCorpus: A Unified Multimodal Corpus of 10 Billion-Level Images Interleaved with Text

    OpenGVLab/OmniCorpus’s past year of commit activity
    Python 246 5 2 0 Updated Aug 29, 2024
  • InternVideo Public

    [ECCV2024] Video Foundation Models & Data for Multimodal Understanding

    OpenGVLab/InternVideo’s past year of commit activity
    Python 1,300 Apache-2.0 85 86 3 Updated Aug 27, 2024
  • EfficientQAT Public

    EfficientQAT: Efficient Quantization-Aware Training for Large Language Models

    OpenGVLab/EfficientQAT’s past year of commit activity
    Python 184 13 6 0 Updated Aug 23, 2024
  • Vision-RWKV Public

    Vision-RWKV: Efficient and Scalable Visual Perception with RWKV-Like Architectures

    OpenGVLab/Vision-RWKV’s past year of commit activity
    Python 332 Apache-2.0 14 17 0 Updated Aug 21, 2024