Imnimo t1_iu50biy wrote on October 28, 2022 at 4:23 PM

I don't use that sort of thing as part of a normal process, but I did run into a situation where I had an image dataset with small objects on potentially distracting backgrounds. Regular old CAM helped me check whether my misclassifications were finding the right object and just not understanding what it is, or missing the object all together (it was mostly the former).

DisWastingMyTime OP t1_iu54512 wrote on October 28, 2022 at 4:48 PM

Yeah that's the main usage I imagined, would would have the course of action for these cases? More adversarial examples/cutout of the object and leaving the background?