Great article. 1. Can you comment on how many images you had, to get an idea about dataset size. 2. Also, interesting that you used conv2d_transpose followed by normal convolutions. 3. Fig 1. shows a copy and crop operation. Not sure what this is but did you somehow link the blue boxes with the red?