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Recent Releases of mmtrack

mmtrack - Release MMTracking V1.0.0rc1

MMTracking 1.0.0rc1 is the 2-nd version of MMTracking 1.x, a part of the OpenMMLab 2.0 projects.

Built upon the new training engine, MMTracking 1.x unifies the interfaces of datasets, models, evaluation, and visualization.

And there are some BC-breaking changes. Please check the migration tutorial for more details.

We also support more methods in MMTracking 1.x, such as StrongSORT for MOT, Mask2Former for VIS, PrDiMP for SOT.

- Python
Published by GT9505 over 3 years ago

mmtrack - Release MMTracking V0.14.0

Highlights

  • Introduce the 1.0.0rc0 version of MMTracking (#725)

New Features

  • Support OC-SORT method for MOT (#545)

  • Support multi-class tracking in ByteTrack (#548)

  • Support DanceTrack dataset for MOT (#543)

  • Support TAO dataset for QDTrack (#585)

- Python
Published by GT9505 over 3 years ago

mmtrack - Release MMTracking V1.0.0rc0

We recommend you to use MMTracking v1.0.0rc1 version, since the v1.0.0rc0 version has some bugs about the limitation of minimum version of mmdet.

- Python
Published by GT9505 almost 4 years ago

mmtrack - Release MMTracking V0.13.0

Highlights

  • Support tracking colab tutorial (#511)

New Features

  • Refactor the training datasets of SiamRPN++ (#496), (#518)

  • Support loading data from ceph for SOT datasets (#494)

  • Support loading data from ceph for MOT challenge dataset (#517)

  • Support evaluation metric for VIS task (#501)

Bug Fixes

  • Fix a bug in the LaSOT datasets and update the pretrained models of STARK (#483), (#503)

  • Fix a bug in the format_results function of VIS task (#504)

- Python
Published by GT9505 about 4 years ago

mmtrack - Release MMTracking V0.12.0

Highlights

Bug Fixes

  • Support empty tensor for selsa aggregator (#463)

- Python
Published by GT9505 about 4 years ago

mmtrack - Release MMTracking V0.11.0

Highlights

New Features

  • Support TAO dataset in MOT (#415)

- Python
Published by GT9505 about 4 years ago

mmtrack - Release MMTracking V0.10.0

New Features

  • Support CPU training (#404)

Improvements

- Python
Published by GT9505 over 4 years ago

mmtrack - Release MMTracking V0.9.0

Highlights

  • Support arXiv 2021 manuscript 'ByteTrack: Multi-Object Tracking by Associating Every Detection Box' (#385), (#383), (#372)
  • Support ICCV 2019 paper 'Video Instance Segmentation' (#304), (#303), (#298), (#292)

New Features

  • Support CrowdHuman dataset for MOT (#366)
  • Support VOT2018 dataset for SOT (#305)
  • Support YouTube-VIS dataset for VIS (#290)

Bug Fixes

  • Fix two significant bugs in SOT and provide new SOT pretrained models (#349)

Improvements

  • Refactor LaSOT, TrackingNet dataset and support GOT-10K datasets (#296)
  • Support persisitent workers (#348)

- Python
Published by GT9505 over 4 years ago

mmtrack - Release MMTracking V0.8.0

New Features

  • Support OTB100 dataset in SOT (#271)
  • Support TrackingNet dataset in SOT (#268)
  • Support UAV123 dataset in SOT (#260)

Bug Fixes

  • Fix a bug in motparamsearch.py (#270)

Improvements

  • Use PyTorch sphinx theme (#274)
  • Use pycocotools instead of mmpycocotools (#263)

- Python
Published by GT9505 over 4 years ago

mmtrack - Release V0.7.0

Highlights

  • Release code of AAAI 2021 paper 'Temporal ROI Align for Video Object Recognition' (#247)
  • Refactor English documentations (#243)
  • Add Chinese documentations (#248), (#250)

New Features

  • Support fp16 training and testing (#230)
  • Release model using ResNeXt-101 as backbone for all VID methods (#254)
  • Support the results of Tracktor on MOT15, MOT16 and MOT20 datasets (#217)
  • Support visualization for single gpu test (#216)

Bug Fixes

  • Fix a bug in MOTP evaluation (#235)
  • Fix two bugs in reid training and testing (#249)

Improvements

  • Refactor anchor in SiameseRPN++ (#229)
  • Unify model initialization (#235)
  • Refactor unittest (#231)

- Python
Published by GT9505 over 4 years ago

mmtrack - Release V0.6.0

Highlights

  • Fix training bugs of all three tasks (#219), (#221)

New Features

  • Support error visualization for mot task (#212)

Bug Fixes

  • Fix a bug in SOT demo (#213)

Improvements

  • Use MMCV registry (#220)
  • Add README.md for reid training (#210)
  • Modify dict keys of the outputs of SOT (#223)
  • Add Chinese docs including install.md, quickrun.md, modelzoo.md, dataset.md (#205), (#214)

- Python
Published by GT9505 almost 5 years ago

mmtrack - MMTracking V0.5.3 Release

New Features

Bug Fixes

  • Fix evaluation hook (#176)
  • Fix a typo in vid config (#171)

Improvements

  • Refactor nms config (#167)

- Python
Published by OceanPang almost 5 years ago

mmtrack - MMTracking V0.5.2 Release

Improvements

  • Fixed typos (#104, #121, #145)
  • Added conference reference (#111)
  • Updated the link of CONTRIBUTING to mmcv (#112)
  • Adapt updates in mmcv (FP16Hook) (#114, #119)
  • Added bibtex and links to other codebases (#122)
  • Added docker files (#124)
  • Used collect_env in mmcv (#129)
  • Added and updated Chinese README (#135, #147, #148)

- Python
Published by OceanPang almost 5 years ago

mmtrack - MMTracking V0.5.1 Release

Bug Fixes

  • Fixed ReID checkpoint loading (#80)
  • Fixed empty tensor in track_result (#86)
  • Fixed wait_time in MOT demo script (#92)

Improvements

  • Support single-stage detector for DeepSORT (#100)

- Python
Published by OceanPang over 5 years ago

mmtrack - MMTracking V0.5.0 Release

Highlights

  • MMTracking is released! It is the first open source toolbox that unifies versatile video perception tasks include single object tracking, multiple object tracking, and video object detection.

New Features

- Python
Published by OceanPang over 5 years ago