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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% 44.91% model |log|vdl