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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)

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Pinned

  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 3k 225

  2. InternVideo InternVideo Public

    Video Foundation Models & Data for Multimodal Understanding

    Python 1k 70

  3. DCNv4 DCNv4 Public

    [CVPR 2024] Deformable Convolution v4

    Python 362 23

  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 2.8k 224

  5. LLaMA-Adapter LLaMA-Adapter Public

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

    Python 5.6k 363

  6. OmniQuant OmniQuant Public

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

    Python 601 46

Repositories

Showing 10 of 57 repositories
  • 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 3,039 MIT 225 81 0 Updated Jun 1, 2024
  • InternVideo Public

    Video Foundation Models & Data for Multimodal Understanding

    Python 1,019 Apache-2.0 70 52 3 Updated May 31, 2024
  • EgoExoLearn Public

    Data and benchmark code for the EgoExoLearn dataset

    Python 28 MIT 0 1 0 Updated May 30, 2024
  • Ask-Anything Public

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

    Python 2,765 MIT 224 75 3 Updated May 28, 2024
  • unmasked_teacher Public

    [ICCV2023 Oral] Unmasked Teacher: Towards Training-Efficient Video Foundation Models

    Python 253 MIT 12 5 0 Updated May 27, 2024
  • MMT-Bench Public

    ICML'2024 | MMT-Bench: A Comprehensive Multimodal Benchmark for Evaluating Large Vision-Language Models Towards Multitask AGI

    Python 39 0 3 0 Updated May 23, 2024
  • ChartAst Public

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

    Python 61 4 8 0 Updated May 21, 2024
  • .github Public
    0 0 0 0 Updated May 21, 2024
  • DCNv4 Public

    [CVPR 2024] Deformable Convolution v4

    Python 362 MIT 23 36 0 Updated May 17, 2024
  • video-mamba-suite Public

    The suite of modeling video with Mamba

    Python 162 MIT 15 7 1 Updated May 14, 2024