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.

created at Aug. 23, 2019, 1:04 p.m.

93

5,257

888

mmdetection3d

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

created at July 8, 2020, 3:39 a.m.

61

4,744

1,442

mmdetection

OpenMMLab Detection Toolbox and Benchmark

created at Aug. 22, 2018, 7:06 a.m.

373

27,091

9,101

mmaction2

OpenMMLab's Next Generation Video Understanding Toolbox and Benchmark

created at July 11, 2020, 7:19 a.m.

46

3,515

1,107

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.

created at Nov. 15, 2023, 9:19 a.m.

34

2,259

240

PIA

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

created at Dec. 21, 2023, 3:29 a.m.

9

246

20

mmcv

OpenMMLab Computer Vision Foundation

created at Aug. 22, 2018, 7:05 a.m.

86

5,060

1,506

mmaction

An open-source toolbox for action understanding based on PyTorch

created at June 13, 2019, 2:26 p.m.

44

1,267

253

mmsr

Open MMLab Image and Video Super-Resolution Toolbox, , including SRResNet, SRGAN, ESRGAN, EDVR, etc.

created at Aug. 23, 2019, 1:04 p.m.

22

350

36

mmfashion

Open-source toolbox for visual fashion analysis based on PyTorch

created at Oct. 25, 2019, 5:15 a.m.

15

152

23

OpenSelfSup

Self-Supervised Learning Toolbox and Benchmark

created at June 12, 2020, 5:29 a.m.

24

514

35

OpenLidarPerceptron

OpenLidarPerceptron for LiDAR-based 3D Scene Perception (e.g. PCDet toolbox for 3D detection from point cloud).

created at March 14, 2020, 2:48 p.m.

38

585

125

OpenPCDet

OpenPCDet Toolbox for LiDAR-based 3D Object Detection.

created at March 14, 2020, 2:48 p.m.

73

3,592

1,114

mmediting

OpenMMLab Image and Video Restoration, Editing and Generation Toolbox

created at Aug. 23, 2019, 1:04 p.m.

86

3,996

723

mmsegmentation

OpenMMLab Semantic Segmentation Toolbox and Benchmark.

created at June 14, 2020, 4:32 a.m.

58

6,404

2,282

mmpose

OpenMMLab Pose Estimation Toolbox and Benchmark.

created at July 8, 2020, 6:02 a.m.

52

4,419

1,061

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.

created at Aug. 29, 2020, 6:16 a.m.

49

2,588

433

mmocr

OpenMMLab Text Detection, Recognition and Understanding Toolbox

created at April 7, 2021, 1:40 p.m.

60

3,686

684

mmclassification

OpenMMLab Image Classification Toolbox and Benchmark

created at July 9, 2020, 4:25 p.m.

27

1,883

749

mmgeneration

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

created at April 14, 2021, 12:06 p.m.

25

1,095

166

mmflow

OpenMMLab optical flow toolbox and benchmark

created at Nov. 16, 2021, 2:42 a.m.

4

286

18

mmfewshot

OpenMMLab FewShot Learning Toolbox and Benchmark

created at Nov. 22, 2021, 5:59 p.m.

9

220

18

mmhuman3d

OpenMMLab 3D Human Parametric Model Toolbox and Benchmark

created at Nov. 29, 2021, 2:10 a.m.

12

302

15

mmrazor

OpenMMLab Model Compression Toolbox and Benchmark.

created at Dec. 22, 2021, 4:29 p.m.

17

836

141

mmdeploy

OpenMMLab Model Deployment Framework

created at Dec. 24, 2021, 1:04 p.m.

34

1,969

495

mmrotate

OpenMMLab Rotated Object Detection Toolbox and Benchmark

created at Feb. 17, 2022, 1:19 a.m.

16

1,286

278

mmselfsup

OpenMMLab Self-Supervised Learning Toolbox and Benchmark

created at June 12, 2020, 5:29 a.m.

45

1,937

270

mmengine

OpenMMLab Foundational Library for Training Deep Learning Models

created at Feb. 8, 2022, 9:05 a.m.

25

740

244

mmyolo

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

created at Sept. 18, 2022, 1:36 a.m.

30

2,327

423

mmpretrain

OpenMMLab Pre-training Toolbox and Benchmark

created at July 9, 2020, 4:25 p.m.

32

2,752

953