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yep, that's good if you want to retrain a pre-trained model for specific categories on new image data (that are pretty close to imagenet type images)

What do you mean by "pretty close"? What would be "not close"?

Something that looks very different to the ImageNet dataset. Microscope, ultrasound, satellite, x-ray etc images

Ok, I see. Thank you.