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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 5.4k 421

  2. InternVideo InternVideo Public

    [ECCV2024] Video Foundation Models & Data for Multimodal Understanding

    Python 1.3k 83

  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 243

  4. VideoMamba VideoMamba Public

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

    Python 773 58

  5. OmniQuant OmniQuant Public

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

    Python 663 50

  6. LLaMA-Adapter LLaMA-Adapter Public

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

    Python 5.7k 371

Repositories

Showing 10 of 67 repositories
  • 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 2,964 MIT 243 101 4 Updated Sep 5, 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 97 8 12 0 Updated Sep 4, 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 239 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 1,287 Apache-2.0 83 80 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 172 13 4 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 321 Apache-2.0 14 15 0 Updated Aug 20, 2024
  • InternGPT Public

    InternGPT (iGPT) is an open source demo platform where you can easily showcase your AI models. Now it supports DragGAN, ChatGPT, ImageBind, multimodal chat like GPT-4, SAM, interactive image editing, etc. Try it at igpt.opengvlab.com (支持DragGAN、ChatGPT、ImageBind、SAM的在线Demo系统)

    OpenGVLab/InternGPT’s past year of commit activity
    Python 3,186 Apache-2.0 231 17 1 Updated Aug 20, 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 5,394 MIT 421 97 3 Updated Aug 20, 2024
  • OpenGVLab/STM-Evaluation’s past year of commit activity
    Python 69 MIT 6 1 0 Updated Aug 19, 2024