The answer is, "it depends". My recommendation would be to just start trying. What you describe sounds like you could train it in a couple of days. Grab an off-

The answer is, "it depends". My recommendation would be to just start trying. What you describe sounds like you could train it in a couple of days. Grab an off-the-shelf resnet and just see what happens. This is a well-studied problem, you can just look at papers that train on imagenet, and then tweak their approaches.