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PaddleSeg/configs/fastfcn
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[Fix] fix padding value error in training fastfcn (#2531) 		1 year ago
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README.md [Feature] Add FastFCN (#1669) 2 years ago
fastfcn_resnet50_os8_ade20k_480x480_120k.yml [Fix] fix padding value error in training fastfcn (#2531) 1 year ago

README.md

FastFCN: Rethinking Dilated Convolution in the Backbone for Semantic Segmentation

Reference

Wu, Huikai, Junge Zhang, Kaiqi Huang, Kongming Liang, and Yizhou Yu. "Fastfcn: Rethinking dilated convolution in the backbone for semantic segmentation." arXiv preprint arXiv:1903.11816 (2019).

Performance

ADE20K

Model Backbone Resolution Training Iters mIoU mIoU (flip) mIoU (ms+flip) Links
FastFCN ResNet50_vd 480x480 120000 43.76% 44.11% 44.48% 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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