After refinement of (x,y) positions obtained from my first iteration (iteration-0), I’m about to start the re-training. Should I use resnet50 (original) or last snapshot weights ? What is the better strategy ?
=> iteration-0: snapshot-650000; loss = 0.0014 (crop=True; ratio: 0.4; multi-step: default learning rates). Test-set error (pixel): 2.41; Training-set error (pixel): 1.44