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deeplabv3p

Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation

Reference

Chen, Liang-Chieh, Yukun Zhu, George Papandreou, Florian Schroff, and Hartwig Adam. "Encoder-decoder with atrous separable convolution for semantic image segmentation." In Proceedings of the European conference on computer vision (ECCV), pp. 801-818. 2018.

Performance

Cityscapes

Model Backbone Resolution Training Iters mIoU mIoU (multi-scale) Links
DeepLabV3P ResNet50_OS8 1024x512 160000 80.42% - model | log | vdl
DeepLabV3P ResNet101_OS8 1024x512 160000 80.82% - model | log | vdl