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I'm not expert in images classification, I'm just going to give some general advice here. The strategy should be progressive, for instance: Proof of concept: devise a first draft of annotation process with some general guidelines, then take a random subset of a few hundreds images and try annotating them following the guidelines. Observe carefully the ...

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