All version of deeplab implemented in Pytorch
Deeplab Semantic Image Segmentation with Deep Convolutional Nets 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