[Discussion] Defeating Image Obfuscation with Deep Learning • /r/MachineLearning

They have the torch network configuration for each network at the end of the paper. I notice they use some linear units, why? Also, why are the networks so different? Is there a good resource on one designs their network? I notice they use some linear units, why?