v0.3
版本发布时间: 2020-11-06 11:20:56
facebookresearch/detectron2最新发布版本:v0.6(2021-11-16 06:08:26)
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 1.7 | torch 1.6 | torch 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
|
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