I'm not super familiar with Deep Learning, but based on the fact this is effectively extracting edges and the ConvTranspose2d layers I'm guessing it's some sort

I'm not super familiar with Deep Learning, but based on the fact this is effectively extracting edges and the ConvTranspose2d layers I'm guessing it's some sort of Convolutional Neural Net?