OpenMMLab

Repositories

• mmdetection

  OpenMMLab Detection Toolbox and Benchmark

  pytorch fast-rcnn ssd faster-rcnn rpn object-detection instance-segmentation
  Python Apache-2.0 5,118 14,777 248 (1 issue needs help) 46 Updated May 8, 2021

• mmocr

  OpenMMLab Text Detection, Recognition and Understanding Toolbox

  ocr deep-learning pytorch transformer db text-recognition pan
  Python Apache-2.0 130 1,115 26 (1 issue needs help) 10 Updated May 8, 2021

• mmdetection3d

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

  point-cloud pytorch object-detection 3d-object-detection
  Python Apache-2.0 259 1,100 27 (1 issue needs help) 12 Updated May 8, 2021

• mmcv

  OpenMMLab Computer Vision Foundation
  Python Apache-2.0 655 2,461 40 46 Updated May 8, 2021

• mmsegmentation

  OpenMMLab Semantic Segmentation Toolbox and Benchmark.

  pytorch semantic-segmentation pspnet deeplabv3
  Python Apache-2.0 455 1,739 81 (1 issue needs help) 24 Updated May 8, 2021

• mmpose

  OpenMMLab Pose Estimation Toolbox and Benchmark.

  benchmark udp pytorch cpm pose-estimation hourglass hand-pose-estimation
  Python Apache-2.0 168 813 33 (3 issues need help) 4 Updated May 8, 2021

• mmaction2

  OpenMMLab's Next Generation Video Understanding Toolbox and Benchmark

  benchmark pytorch ava bsn x3d action-recognition video-understanding
  Python Apache-2.0 204 812 32 (3 issues need help) 11 Updated May 8, 2021

• mmgeneration

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

  pytorch gan generative openmmlab mmcv
  Python Apache-2.0 14 327 0 2 Updated May 8, 2021

• mmediting

  OpenMMLab Image and Video Editing Toolbox

  pytorch generative-adversarial-network image-generation super-resolution inpainting matting
  Python Apache-2.0 370 2,000 10 (1 issue needs help) 5 Updated May 8, 2021

• mmclassification

  OpenMMLab Image Classification Toolbox and Benchmark

  pytorch imagenet image-classification resnet resnext mobilenet shufflenet
  Jupyter Notebook Apache-2.0 176 614 32 (1 issue needs help) 12 Updated May 7, 2021

• OpenPCDet

  OpenPCDet Toolbox for LiDAR-based 3D Object Detection.

  point-cloud pytorch object-detection autonomous-driving 3d-detection pv-rcnn
  Python Apache-2.0 487 1,679 107 (6 issues need help) 7 Updated May 7, 2021

• denseflow

  Extracting optical flow and frames

  optical-flow denseflow
  C++ MIT 20 83 12 (2 issues need help) 3 Updated May 6, 2021

• mmtracking

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

  video-object-detection single-object-tracking multiple-object-tracking
  Python Apache-2.0 172 1,322 8 2 Updated Apr 29, 2021

• OpenUnReID

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

  unsupervised-learning image-retrieval re-identification pseudo-labeling unsupervised-domain-adaptation open-set-domain-adaptation domain-translation
  Python Apache-2.0 45 269 9 2 Updated Mar 16, 2021

• cocoapi

  Forked from cocodataset/cocoapi

  COCO API - Dataset @ http://cocodataset.org/
  Jupyter Notebook 3,011 29 4 2 Updated Feb 24, 2021

• mmskeleton

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

  deep-learning pytorch action-recognition graph-convolutional-network skeleton-based-action-recognition
  Python Apache-2.0 787 2,211 156 (2 issues need help) 1 Updated Feb 22, 2021

• mmfashion

  Open-source toolbox for visual fashion analysis based on PyTorch

  deep-learning landmark-detection attribute-prediction fashion-ai visual-fashion-analysis clothes-retrieval
  Python Apache-2.0 164 734 56 3 Updated Feb 2, 2021

• OpenSelfSup

  Self-Supervised Learning Toolbox and Benchmark

  pytorch unsupervised-learning moco self-supervised-learning simclr deepcluster onlinedeepcluster
  Python Apache-2.0 162 1,308 7 1 Updated Jan 20, 2021

• mmaction

  An open-source toolbox for action understanding based on PyTorch

  pytorch action-recognition video-understanding action-detection temporal-action-detection temporal-action-localization spatial-temporal-action-detection
  Python Apache-2.0 326 1,631 43 0 Updated Nov 20, 2020

• CLUE

  C++ Lightweight Utility Extensions

  cpp
  C++ BSD-3-Clause 19 59 1 1 Updated Aug 8, 2019

• caffe

  Forked from BVLC/caffe

  Caffe: a Fast framework for deep learning. For the most recent version checkout the dev branch. For the latest stable release checkout the master branch.
  C++ 18,841 18 0 1 Updated Sep 14, 2017

• polynet

  The Github Repo for PolyNet
  MIT 15 75 4 0 Updated Jul 23, 2017

• mmstyles

  Latex style file to facilitate writing of technical papers
  TeX MIT 6 21 0 0 Updated Apr 4, 2016

• gkmeans Archived

  Forked from yjxiong/gkmeans

  kmeans implementation
  C++ 13 4 0 0 Updated Aug 22, 2015