OpenMMLab

Top repositories by stars

• open-mmlab/mmdetection(on leaderboard)

  OpenMMLab Detection Toolbox and Benchmark

  Python32,408
• open-mmlab/Amphion

  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.

  Python9,691
• open-mmlab/mmsegmentation

  OpenMMLab Semantic Segmentation Toolbox and Benchmark.

  Python9,620
• open-mmlab/mmagic

  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 generation, image/video restoration/enhancement, etc.

  Jupyter Notebook7,373
• open-mmlab/mmpose

  OpenMMLab Pose Estimation Toolbox and Benchmark.

  Python7,363
• open-mmlab/mmcv

  OpenMMLab Computer Vision Foundation

  Python6,409
• open-mmlab/mmdetection3d

  OpenMMLab's next-generation platform for general 3D object detection.

  Python6,270
• open-mmlab/OpenPCDet

  OpenPCDet Toolbox for LiDAR-based 3D Object Detection.

  Python5,459
• open-mmlab/mmaction2

  OpenMMLab's Next Generation Video Understanding Toolbox and Benchmark

  Python4,924
• open-mmlab/mmocr

  OpenMMLab Text Detection, Recognition and Understanding Toolbox

  Python4,721
• open-mmlab/mmtracking

  OpenMMLab Video Perception Toolbox. It supports Video Object Detection (VID), Multiple Object Tracking (MOT), Single Object Tracking (SOT), Video Instance Segmentation (VIS) with a unified framework.

  Python3,857
• open-mmlab/mmpretrain

  OpenMMLab Pre-training Toolbox and Benchmark

  Python3,827
• open-mmlab/mmyolo

  OpenMMLab YOLO series toolbox and benchmark. Implemented RTMDet, RTMDet-Rotated,YOLOv5, YOLOv6, YOLOv7, YOLOv8,YOLOX, PPYOLOE, etc.

  Python3,412
• open-mmlab/mmselfsup

  OpenMMLab Self-Supervised Learning Toolbox and Benchmark

  Python3,297
• open-mmlab/mmdeploy

  OpenMMLab Model Deployment Framework

  Python3,100
• open-mmlab/mmskeleton

  A OpenMMLAB toolbox for human pose estimation, skeleton-based action recognition, and action synthesis.

  Python3,093
• open-mmlab/mmrotate

  OpenMMLab Rotated Object Detection Toolbox and Benchmark

  Python2,098
• open-mmlab/mmgeneration

  MMGeneration is a powerful toolkit for generative models, based on PyTorch and MMCV.

  Python2,013
• open-mmlab/mmaction

  An open-source toolbox for action understanding based on PyTorch

  Python1,878
• open-mmlab/mmrazor

  OpenMMLab Model Compression Toolbox and Benchmark.

  Python1,661
• open-mmlab/Multimodal-GPT

  Multimodal-GPT

  Python1,518
• open-mmlab/mmengine

  OpenMMLab Foundational Library for Training Deep Learning Models

  Python1,452
• open-mmlab/mmhuman3d

  OpenMMLab 3D Human Parametric Model Toolbox and Benchmark

  Python1,404
• open-mmlab/mmfashion

  Open-source toolbox for visual fashion analysis based on PyTorch

  Python1,356
• open-mmlab/OpenMMLabCourse

  OpenMMLab course index and stuff

  Jupyter Notebook1,257
• open-mmlab/playground

  A central hub for gathering and showcasing amazing projects that extend OpenMMLab with SAM and other exciting features.

  Python1,228
• open-mmlab/mmflow

  OpenMMLab optical flow toolbox and benchmark

  Python1,047
• open-mmlab/PowerPaint

  [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. 一个高质量多功能的图像修补模型，可以同时支持插入物体、移除物体、图像扩展、形状可控的物体生成，只需要一个模型

  Python1,046
• open-mmlab/PIA

  [CVPR 2024] PIA, your Personalized Image Animator. Animate your images by text prompt, combing with Dreambooth, achieving stunning videos. PIA，你的个性化图像动画生成器，利用文本提示将图像变为奇妙的动画

  Python979
• open-mmlab/mmfewshot

  OpenMMLab FewShot Learning Toolbox and Benchmark

  Python753
• open-mmlab/FoleyCrafter

  [IJCV] FoleyCrafter: Bring Silent Videos to Life with Lifelike and Synchronized Sounds. AI拟音大师，给你的无声视频添加生动而且同步的音效 😝

  Python642
• open-mmlab/StyleShot

  StyleShot: A SnapShot on Any Style. 一款可以迁移任意风格到任意内容的模型，无需针对图片微调，即能生成高质量的个性风格化图片!

  Python456
• open-mmlab/awesome-vit

  432
• open-mmlab/OpenUnReID

  PyTorch open-source toolbox for unsupervised or domain adaptive object re-ID.

  Python411
• open-mmlab/labelbee-client

  Out-of-the-box Annotation Toolbox

  JavaScript394
• open-mmlab/mim

  MIM Installs OpenMMLab Packages

  Python379
• open-mmlab/denseflow

  Extracting optical flow and frames

  C++319
• open-mmlab/labelbee

  LabelBee is an annotation Library

  TypeScript297
• open-mmlab/mmeval

  A unified evaluation library for multiple machine learning libraries

  Python269
• open-mmlab/MMGEN-FaceStylor

  Python256
• open-mmlab/Live2Diff

  Live2Diff: A Pipeline that processes Live video streams by a uni-directional video Diffusion model.

  Python199
• open-mmlab/AnyControl

  [ECCV 2024] AnyControl, a multi-control image synthesis model that supports any combination of user provided control signals. 一个支持用户自由输入控制信号的图像生成模型，能够根据多种控制生成自然和谐的结果！

  Python128
• open-mmlab/OpenMMLabCamp

  Jupyter Notebook94
• open-mmlab/FaceShot

  Official repo for FaceShot: Bring Any Character into Life

  Python80
• open-mmlab/mim-example

  Python58
• open-mmlab/mmengine-template

  Python52
• open-mmlab/cocoapi

  COCO API - Dataset @ http://cocodataset.org/

  Jupyter Notebook46
• open-mmlab/mmstyles

  Latex style file to facilitate writing of technical papers

  TeX37
• open-mmlab/ecosystem

  36
• open-mmlab/mmpose-webcam-demo

  Python29
• open-mmlab/pre-commit-hooks

  Python17
• open-mmlab/pytorch_sphinx_theme

  PyTorch Sphinx Theme

  CSS13
• open-mmlab/mdformat-openmmlab

  Python6
• open-mmlab/.github

  4