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deeplabv3

Rethinking Atrous Convolution for Semantic Image Segmentation

Reference

Chen, Liang-Chieh, George Papandreou, Florian Schroff, and Hartwig Adam. "Rethinking Atrous Convolution for Semantic Image Segmentation." arXiv preprint arXiv:1706.05587 (2017).

Performance

Cityscapes

Model Backbone Resolution Training Iters mIoU mIoU (multi-scale) Links
DeepLabV3 ResNet50_OS8 1024x512 160000 79.60% - model | log | vdl
DeepLabV3 ResNet101_OS8 1024x512 160000 80.05% - model | log | vdl