An instance segmentation mathod(https://arxiv.org/abs/1912.04488, https://arxiv.org/abs/2003.10152) without mmdet&mmcv.
Backbone of res50 has been tested pass on coco2017-val. For backbone of res18&34, easier datasets such as MVtec60(https://www.mvtec.com/company/research/datasets/mvtec-d2s) are tested pass.
python3.8.13, PyTorch1.7.1
- build loss
python setup.py build_ext --develop
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prepare data as COCO format
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set configs like data/config.py
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import SOLOv1/SOLOv2 in the beginning of train.py/eval.py
test video support
finish README.md