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v0.10.0

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@Cathy0908 Cathy0908 released this 06 Mar 03:56
· 28 commits to master since this release
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Highlights

  • Support STDC, STGCN, ReID and Multi-len MOT.
  • Support multi processes for predictor data preprocessing. For the model with more time consuming in data preprocessing, the speedup can reach more than 50%.

New Features

  • Support multi processes for predictor data preprocessing. (#272)
  • Support STDC model. (#284) (#286)
  • Support ReID and Multi-len MOT. (#285) (#295)
  • Support STGCN model, and support export blade model. (#293) (#299)
  • Add pose model zoo and support export torch jit and blade model for pose models. (#294)
  • Support train motchallenge and crowdhuman datasets for detection models. (#265)

Improvements

  • Speed up inference for face detector when using mtcnn. (#273)
  • Add mobilenet config for itag and imagenet dataset, and optimize ClsSourceImageList api to support string label. (#276) (#283)
  • Support multi-rows replacement for first order parameter. (#282)
  • Add a tool to convert itag dataset to raw dataset. (#290)
  • Add PoseTopDownPredictor to replace TorchPoseTopDownPredictorWithDetector (#296)

Bug Fixes

  • Remove git lfs dependencies. (#278)
  • Fix wholebody keypoints evaluation. (#287)
  • Fix DetSourceRaw while label file and image file not match. (#289)