OpenMMLab (@open-mmlab)

Top repositories

1

mmdetection

OpenMMLab Detection Toolbox and Benchmark
Python
27,807
star
2

mmsegmentation

OpenMMLab Semantic Segmentation Toolbox and Benchmark.
Python
7,372
star
3

mmagic

OpenMMLab Multimodal Advanced, Generative, and Intelligent Creation Toolbox. Unlock the magic πŸͺ„: Generative-AI (AIGC), easy-to-use APIs, awsome model zoo, diffusion models, for text-to-image generation, image/video restoration/enhancement, etc.
Jupyter Notebook
6,575
star
4

mmcv

OpenMMLab Computer Vision Foundation
Python
5,601
star
5

mmpose

OpenMMLab Pose Estimation Toolbox and Benchmark.
Python
4,969
star
6

mmdetection3d

OpenMMLab's next-generation platform for general 3D object detection.
Python
4,781
star
7

OpenPCDet

OpenPCDet Toolbox for LiDAR-based 3D Object Detection.
Python
4,298
star
8

mmocr

OpenMMLab Text Detection, Recognition and Understanding Toolbox
Python
4,058
star
9

Amphion

Amphion (/Γ¦mˈfaΙͺΙ™n/) 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.
Python
3,907
star
10

mmaction2

OpenMMLab's Next Generation Video Understanding Toolbox and Benchmark
Python
3,871
star
11

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.
Python
3,369
star
12

mmpretrain

OpenMMLab Pre-training Toolbox and Benchmark
Python
3,138
star
13

mmselfsup

OpenMMLab Self-Supervised Learning Toolbox and Benchmark
Python
3,084
star
14

mmskeleton

A OpenMMLAB toolbox for human pose estimation, skeleton-based action recognition, and action synthesis.
Python
2,850
star
15

mmyolo

OpenMMLab YOLO series toolbox and benchmark. Implemented RTMDet, RTMDet-Rotated,YOLOv5, YOLOv6, YOLOv7, YOLOv8,YOLOX, PPYOLOE, etc.
Python
2,670
star
16

mmdeploy

OpenMMLab Model Deployment Framework
Python
2,511
star
17

mmaction

An open-source toolbox for action understanding based on PyTorch
Python
1,847
star
18

mmgeneration

MMGeneration is a powerful toolkit for generative models, based on PyTorch and MMCV.
Python
1,796
star
19

mmrotate

OpenMMLab Rotated Object Detection Toolbox and Benchmark
Python
1,724
star
20

Multimodal-GPT

Multimodal-GPT
Python
1,397
star
21

mmrazor

OpenMMLab Model Compression Toolbox and Benchmark.
Python
1,357
star
22

mmfashion

Open-source toolbox for visual fashion analysis based on PyTorch
Python
1,204
star
23

mmhuman3d

OpenMMLab 3D Human Parametric Model Toolbox and Benchmark
Python
1,116
star
24

mmengine

OpenMMLab Foundational Library for Training Deep Learning Models
Python
1,026
star
25

playground

A central hub for gathering and showcasing amazing projects that extend OpenMMLab with SAM and other exciting features.
Python
1,008
star
26

OpenMMLabCourse

OpenMMLab course index and stuff
Jupyter Notebook
919
star
27

mmflow

OpenMMLab optical flow toolbox and benchmark
Python
889
star
28

PIA

[CVPR 2024] PIA, your Personalized Image Animator. Animate your images by text prompt, combing with Dreambooth, achieving stunning videos. PIAοΌŒδ½ ηš„δΈͺζ€§εŒ–ε›ΎεƒεŠ¨η”»η”Ÿζˆε™¨οΌŒεˆ©η”¨ζ–‡ζœ¬ζη€Ίε°†ε›Ύεƒε˜δΈΊε₯‡ε¦™ηš„εŠ¨η”»
Python
716
star
29

mmfewshot

OpenMMLab FewShot Learning Toolbox and Benchmark
Python
654
star
30

awesome-vit

396
star
31

OpenUnReID

PyTorch open-source toolbox for unsupervised or domain adaptive object re-ID.
Python
389
star
32

labelbee-client

Out-of-the-box Annotation Toolbox
JavaScript
374
star
33

mim

MIM Installs OpenMMLab Packages
Python
327
star
34

denseflow

Extracting optical flow and frames
C++
286
star
35

MMGEN-FaceStylor

Python
245
star
36

mmeval

A unified evaluation library for multiple machine learning libraries
Python
243
star
37

labelbee

LabelBee is an annotation Library
TypeScript
223
star
38

OpenMMLabCamp

Jupyter Notebook
92
star
39

polynet

The Github Repo for PolyNet
77
star
40

CLUE

C++ Lightweight Utility Extensions
C++
70
star
41

mim-example

Python
57
star
42

mmengine-template

Python
48
star
43

ecosystem

36
star
44

mmstyles

Latex style file to facilitate writing of technical papers
TeX
36
star
45

mmpose-webcam-demo

Python
23
star
46

pre-commit-hooks

Python
17
star
47

mdformat-openmmlab

Python
8
star
48

.github

3
star