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MMDetection releases v3.0.0

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@hhaAndroid hhaAndroid released this 06 Apr 07:26
· 167 commits to main since this release
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v3.0.0 (6/4/2023)

We have released the official version of MMDetection v3.0.0

Highlights

New Features

  • File I/O migration and reconstruction (#9709)
  • Release DINO Swin-L 36e model (#9927)

Bug Fixes

  • Fix benchmark script (#9865)
  • Fix the crop method of PolygonMasks (#9858)
  • Fix Albu augmentation with the mask shape (#9918)
  • Fix RTMDetIns prior generator device error (#9964)
  • Fix img_shape in data pipeline (#9966)
  • Fix cityscapes import error (#9984)
  • Fix solov2_r50_fpn_ms-3x_coco.py config error (#10030)
  • Fix Conditional DETR AP and Log (#9889)
  • Fix accepting an unexpected argument local-rank in PyTorch 2.0 (#10050)
  • Fix common/ms_3x_coco-instance.py config error (#10056)
  • Fix compute flops error (#10051)
  • Delete data_root in CocoOccludedSeparatedMetric to fix bug (#9969)
  • Unifying metafile.yml (#9849)

Improvements

  • Added BoxInst r101 config (#9967)
  • Added config migration guide (#9960)
  • Added more social networking links (#10021)
  • Added RTMDet config introduce (#10042)
  • Added visualization docs (#9938, #10058)
  • Refined data_prepare docs (#9935)
  • Added support for setting the cache_size_limit parameter of dynamo in PyTorch 2.0 (#10054)
  • Updated coco_metric.py (#10033)
  • Update type hint (#10040)

Contributors

A total of 19 developers contributed to this release.

Thanks @IRONICBo, @vansin, @RangeKing, @ghlerrix, @okotaku, @JosonChan1998, @zgzhengSEU, @bobo0810, @yechenzhi, @Zheng-LinXiao, @LYMDLUT, @yarkable, @xiejiajiannb, @chhluo, @BIGWangYuDong, @RangiLyu, @zwhus, @hhaAndroid, @ZwwWayne