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PaddleSeg/configs/ccnet
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ccnet_resnet101_os8_cityscapes_769x769_60k.yml [Feature] Add CCNet (#2005) 2 years ago

README.md

CCNet: Criss-cross attention for semantic segmentation

Reference

Zilong Huang, Xinggang Wang, Yunchao Wei, Lichao Huang, Humphrey Shi, Wenyu Liu, Thomas S. Huang. "CCNet: Criss-cross attention for semantic segmentation." Proceedings of the IEEE/CVF International Conference on Computer Vision. 2019.

Performance

Cityscapes

Model Backbone Resolution Training Iters mIoU mIoU (flip) mIoU (ms+flip) Links
CCNet ResNet101_OS8 769x769 60000 80.95% 81.23% 81.32% model|log|vdl
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飞桨高性能图像分割开发套件，端到端完成从训练到部署的全流程图像分割应用。

https://github.com/PaddlePaddle/PaddleSeg

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