Transfer Learning for Segmentation Using DeepLabv3 in PyTorch

Learn how to perform road crack detection from just 118 images!

Back when I was researching segmentation using Deep Learning and wanted to run some experiments on DeepLabv3[1] using PyTorch, I couldn’t find any online tutorial. What added to the challenge was that torchvision not only does not provide a Segmentation dataset but also there is no detailed explanation available for the internal structure of the DeepLabv3 class. However, I did the transfer learning on my own, and want to…