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v0.4.0

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@haiasd haiasd released this 07 Jul 07:16
· 208 commits to master since this release
e3eaa8b

Highlights

  • Add semantic segmentation modules, support FCN algorithm (#71)
  • Expand classification model zoo (#55)
  • Support export model with blade for yolox (#66)
  • Support ViTDet algorithm (#35)
  • Add sailfish for extensible fully sharded data parallel training (#97)
  • Support run with mmdet models (#25)

New Features

  • Set multiprocess env for speedup (#77)
  • Add data hub, summarized various datasets in different fields (#70)

Bug Fixes

  • Fix the inaccurate accuracy caused by missing the groundtruth_is_crowd field in CocoMaskEvaluator (#61)
  • Unified the usage of pretrained parameter and fix load bugs(#79) (#85) (#95)

Improvements

  • Update MAE pretrained models and benchmark (#50)
  • Add detection benchmark for SwAV and MoCo-v2 (#58)
  • Add moby swin-tiny pretrained model and benchmark (#72)
  • Update prepare_data.md, add more details (#69)
  • Optimize quantize code and support to export MNN model (#44)