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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.

Based on solid vision foundations, we have expanded to Multi-Modality models and Generative AI(partner with Vchitect). 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) and uni-medical (focus on medical 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-4V. 接近GPT-4V表现的可商用开源多模态对话模型

    Python 4.2k 311

  2. InternVideo InternVideo Public

    [ECCV2024] Video Foundation Models & Data for Multimodal Understanding

    Python 1.1k 75

  3. DCNv4 DCNv4 Public

    [CVPR 2024] Deformable Convolution v4

    Python 423 25

  4. Ask-Anything Ask-Anything Public

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

    Python 2.9k 234

  5. LLaMA-Adapter LLaMA-Adapter Public

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

    Python 5.6k 366

  6. OmniQuant OmniQuant Public

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

    Python 625 48

Repositories

Showing 10 of 64 repositories
  • ControlLLM Public

    ControlLLM: Augment Language Models with Tools by Searching on Graphs

    OpenGVLab/ControlLLM’s past year of commit activity
    Python 174 9 5 0 Updated Jul 15, 2024
  • InternVL Public

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

    OpenGVLab/InternVL’s past year of commit activity
    Python 4,166 MIT 311 156 2 Updated Jul 12, 2024
  • all-seeing Public

    [ICLR 2024] This is the official implementation of the paper "The All-Seeing Project: Towards Panoptic Visual Recognition and Understanding of the Open World"

    OpenGVLab/all-seeing’s past year of commit activity
    Python 422 13 6 0 Updated Jul 11, 2024
  • InternVideo Public

    [ECCV2024] Video Foundation Models & Data for Multimodal Understanding

    OpenGVLab/InternVideo’s past year of commit activity
    Python 1,131 Apache-2.0 75 58 3 Updated Jul 10, 2024
  • .github Public
    OpenGVLab/.github’s past year of commit activity
    0 0 0 0 Updated Jul 10, 2024
  • GUI-Odyssey Public

    GUI Odyssey is a comprehensive dataset for training and evaluating cross-app navigation agents. GUI Odyssey consists of 7,735 episodes from 6 mobile devices, spanning 6 types of cross-app tasks, 201 apps, and 1.4K app combos.

    OpenGVLab/GUI-Odyssey’s past year of commit activity
    Python 41 2 0 0 Updated Jul 10, 2024
  • HumanBench Public

    This repo is official implementation of HumanBench (CVPR2023)

    OpenGVLab/HumanBench’s past year of commit activity
    Python 218 MIT 9 15 1 Updated Jul 7, 2024
  • PhyBench Public

    The official repo of PhyBench

    OpenGVLab/PhyBench’s past year of commit activity
    Python 10 1 0 0 Updated Jul 7, 2024
  • VideoMamba Public

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

    OpenGVLab/VideoMamba’s past year of commit activity
    Python 703 Apache-2.0 52 25 0 Updated Jul 6, 2024
  • LORIS Public

    Long-Term Rhythmic Video Soundtracker, ICML2023

    OpenGVLab/LORIS’s past year of commit activity
    Python 52 MIT 1 3 0 Updated Jul 5, 2024

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