Deeplab_pytorch

Papers

Deeplab Semantic Image Segmentation with Deep Convolutional Nets and Fully Connected CRFs

Deeplab V2 DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs

Note that there are still some minor differences between argmax and softmax_loss layers for DeepLabv1 and v2

Deeplab v3 Rethinking Atrous Convolution for Semantic Image Segmentation

Deeplab V3+ Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation

Auto Deeplab Auto-DeepLab: Hierarchical Neural Architecture Search for Semantic Image Segmentation

Reference

[1] https://github.com/jfzhang95/pytorch-deeplab-xception

[2] https://github.com/kazuto1011/deeplab-pytorch