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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 6.4k 496

  2. InternVideo InternVideo Public

    [ECCV2024] Video Foundation Models & Data for Multimodal Understanding

    Python 1.5k 91

  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 3.1k 253

  4. VideoMamba VideoMamba Public

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

    Python 865 61

  5. OmniQuant OmniQuant Public

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

    Python 740 56

  6. LLaMA-Adapter LLaMA-Adapter Public

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

    Python 5.8k 376

Repositories

Showing 10 of 71 repositories
  • 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 6,443 MIT 496 141 3 Updated Dec 19, 2024
  • PVC Public

    PVC: Progressive Visual Token Compression for Unified Image and Video Processing in Large Vision-Language Models

    OpenGVLab/PVC’s past year of commit activity
    Python 11 MIT 0 1 0 Updated Dec 18, 2024
  • OpenGVLab/STM-Evaluation’s past year of commit activity
    Python 70 MIT 6 1 0 Updated Dec 15, 2024
  • V2PE Public

    [ArXiv] V2PE: Improving Multimodal Long-Context Capability of Vision-Language Models with Variable Visual Position Encoding

    OpenGVLab/V2PE’s past year of commit activity
    Python 8 MIT 0 0 0 Updated Dec 13, 2024
  • PIIP Public

    [NeurIPS 2024 Spotlight ⭐️] Parameter-Inverted Image Pyramid Networks (PIIP)

    OpenGVLab/PIIP’s past year of commit activity
    Python 63 MIT 2 0 0 Updated Dec 12, 2024
  • InternVideo Public

    [ECCV2024] Video Foundation Models & Data for Multimodal Understanding

    OpenGVLab/InternVideo’s past year of commit activity
    Python 1,470 Apache-2.0 91 92 4 Updated Dec 11, 2024
  • VLMEvalKit_InternVL2_5 Public Forked from open-compass/VLMEvalKit

    Open-source evaluation toolkit of large vision-language models (LVLMs), support 160+ VLMs, 50+ benchmarks

    OpenGVLab/VLMEvalKit_InternVL2_5’s past year of commit activity
    Python 0 Apache-2.0 215 0 0 Updated Dec 9, 2024
  • Hulk Public

    An official implementation of "Hulk: A Universal Knowledge Translator for Human-Centric Tasks"

    OpenGVLab/Hulk’s past year of commit activity
    Python 110 MIT 4 13 0 Updated Dec 4, 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 3,113 MIT 253 63 5 Updated Nov 26, 2024
  • MM-NIAH Public

    [NeurIPS 2024] Needle In A Multimodal Haystack (MM-NIAH): A comprehensive benchmark designed to systematically evaluate the capability of existing MLLMs to comprehend long multimodal documents.

    OpenGVLab/MM-NIAH’s past year of commit activity
    Python 105 6 1 0 Updated Nov 25, 2024

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