Skip to content
OpenMMLab website HOT

GitHub Org's stars

OpenMMLab builds the most influential open-source computer vision algorithm system in the deep learning era. It aims to

  • provide high-quality libraries to reduce the difficulties in algorithm reimplementation
  • create efficient deployment toolchains targeting a variety of backends and devices
  • build a solid foundation for computer vision research and development
  • bridge the gap between academic research and industrial applications with full-stack toolchains

openmmlab-2 0-arch-white-bg

Based on PyTorch, OpenMMLab develops MMEngine to provide universal training and evaluation engine, and MMCV to provide neural network operators and data transforms, which serves as a foundation of the whole project. Since the initial release in October 2018, OpenMMLab has released 30+ vision libraries, has implemented 300+ algorithms, and contains 2000+ pre-trained models.

Check ourtutorials videos(in Chinese) to get started.

Pinned Loading

  1. mmdetection mmdetectionPublic

    OpenMMLab Detection Toolbox and Benchmark

    Python 29.4k 9.4k

  2. mmsegmentation mmsegmentationPublic

    OpenMMLab Semantic Segmentation Toolbox and Benchmark.

    Python 8.2k 2.6k

  3. mmdeploy mmdeployPublic

    OpenMMLab Model Deployment Framework

    Python 2.7k 630

  4. mmagic mmagicPublic

    OpenMMLab Multimodal Advanced, Generative, and Intelligent Creation Toolbox. Unlock the magic 🪄: Generative-AI (AIGC), easy-to-use APIs, awsome model zoo, diffusion models, for text-to-image genera…

    Jupyter Notebook 6.9k 1.1k

  5. mmpose mmposePublic

    OpenMMLab Pose Estimation Toolbox and Benchmark.

    Python 5.7k 1.2k

  6. mmengine mmenginePublic

    OpenMMLab Foundational Library for Training Deep Learning Models

    Python 1.2k 351

Repositories

Showing 10 of 53 repositories
  • Amphion Public

    Amphion (/æmˈfaɪən/) is a toolkit for Audio, Music, and Speech Generation. Its purpose is to support reproducible research and help junior researchers and engineers get started in the field of audio, music, and speech generation research and development.

    open-mmlab/Amphion’s past year of commit activity
    Python 4,535 MIT 391 40 14 UpdatedOct 21, 2024
  • labelbee Public

    LabelBee is an annotation Library

    open-mmlab/labelbee’s past year of commit activity
    TypeScript 250 Apache-2.0 60 4 3 UpdatedOct 21, 2024
  • mmcv Public

    OpenMMLab Computer Vision Foundation

    open-mmlab/mmcv’s past year of commit activity
    Python 5,865 Apache-2.0 1,636 288 107 UpdatedOct 20, 2024
  • mmhuman3d Public

    OpenMMLab 3D Human Parametric Model Toolbox and Benchmark

    open-mmlab/mmhuman3d’s past year of commit activity
    Python 1,224 Apache-2.0 136 112 20 UpdatedOct 17, 2024
  • mmdeploy Public

    OpenMMLab Model Deployment Framework

    open-mmlab/mmdeploy’s past year of commit activity
    Python 2,747 Apache-2.0 630 348 (1 issue needs help) 35 UpdatedSep 30, 2024
  • mmrotate Public

    OpenMMLab Rotated Object Detection Toolbox and Benchmark

    open-mmlab/mmrotate’s past year of commit activity
    Python 1,854 Apache-2.0 549 249 (3 issues need help) 35 UpdatedSep 28, 2024
  • mmengine Public

    OpenMMLab Foundational Library for Training Deep Learning Models

    open-mmlab/mmengine’s past year of commit activity
    Python 1,161 Apache-2.0 351 148 (1 issue needs help) 64 UpdatedSep 20, 2024
  • StyleShot Public

    StyleShot: A SnapShot on Any Style. Nhất khoản khả dĩ thiên di nhậm ý phong cách đáo nhậm ý nội dung đích mô hình, vô nhu châm đối đồ phiến vi điều, tức năng sinh thành cao chất lượng đích cá tính phong cách hóa đồ phiến!

    open-mmlab/StyleShot’s past year of commit activity
    Python 243 MIT 15 15 1 UpdatedSep 9, 2024
  • PowerPaint Public

    [ECCV 2024] PowerPaint, a versatile image inpainting model that supports text-guided object inpainting, object removal, image outpainting and shape-guided object inpainting with only a single model. Nhất cá cao chất lượng đa công năng đích đồ tượng tu bổ mô hình, khả dĩ đồng thời chi trì sáp nhập vật thể, di trừ vật thể, đồ tượng khoách triển, hình trạng khả khống đích vật thể sinh thành, chỉ nhu yếu nhất cá mô hình

    open-mmlab/PowerPaint’s past year of commit activity
    Python 615 MIT 40 18 (5 issues need help) 0 UpdatedSep 8, 2024
  • mmdetection Public

    OpenMMLab Detection Toolbox and Benchmark

    open-mmlab/mmdetection’s past year of commit activity
    Python 29,376 Apache-2.0 9,425 1,621 (6 issues need help) 176 UpdatedAug 21, 2024