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v0.3

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@ppwwyyxx ppwwyyxx released this 06 Nov 03:20

Features & Improvements:

  • Support constructing RetinaNet, data loader, optimizer, COCOEvaluator without configs, in addition to Mask R-CNN.
  • Add DeepLab & PanopticDeepLab in projects/.
  • Support importing 3 projects (point_rend, deeplab, panoptic_deeplab) directly with import detectron2.projects.xxx.
  • Support mixed precision in training (using cfg.SOLVER.AMP.ENABLED) and inference.
  • Support ADE20k semantic segmentation dataset (named ade20k_sem_seg_train, ade20k_sem_seg_val).
  • Continuous build on Windows.

Pre-built Linux binaries are provided for the following environment:

CUDA torch 1.7torch 1.6torch 1.5
11.0
install
python -m pip install detectron2==0.3 -f \
  https://dl.fbaipublicfiles.com/detectron2/wheels/cu110/torch1.7/index.html
10.2
install
python -m pip install detectron2==0.3 -f \
  https://dl.fbaipublicfiles.com/detectron2/wheels/cu102/torch1.7/index.html
install
python -m pip install detectron2==0.3 -f \
  https://dl.fbaipublicfiles.com/detectron2/wheels/cu102/torch1.6/index.html
install
python -m pip install detectron2==0.3 -f \
  https://dl.fbaipublicfiles.com/detectron2/wheels/cu102/torch1.5/index.html
10.1
install
python -m pip install detectron2==0.3 -f \
  https://dl.fbaipublicfiles.com/detectron2/wheels/cu101/torch1.7/index.html
install
python -m pip install detectron2==0.3 -f \
  https://dl.fbaipublicfiles.com/detectron2/wheels/cu101/torch1.6/index.html
install
python -m pip install detectron2==0.3 -f \
  https://dl.fbaipublicfiles.com/detectron2/wheels/cu101/torch1.5/index.html
9.2
install
python -m pip install detectron2==0.3 -f \
  https://dl.fbaipublicfiles.com/detectron2/wheels/cu92/torch1.7/index.html
install
python -m pip install detectron2==0.3 -f \
  https://dl.fbaipublicfiles.com/detectron2/wheels/cu92/torch1.6/index.html
install
python -m pip install detectron2==0.3 -f \
  https://dl.fbaipublicfiles.com/detectron2/wheels/cu92/torch1.5/index.html
cpu
install
python -m pip install detectron2==0.3 -f \
  https://dl.fbaipublicfiles.com/detectron2/wheels/cpu/torch1.7/index.html
install
python -m pip install detectron2==0.3 -f \
  https://dl.fbaipublicfiles.com/detectron2/wheels/cpu/torch1.6/index.html
install
python -m pip install detectron2==0.3 -f \
  https://dl.fbaipublicfiles.com/detectron2/wheels/cpu/torch1.5/index.html