Submitted by Fabulous-Let-822 t3_115btl3 in MachineLearning
Ulfgardleo t1_j976icn wrote
Reply to comment by currentscurrents in [D] what are some open problems in computer vision currently? by Fabulous-Let-822
we can do image segmentation, but segmentation uncertainties are a bit iffy. we can do pixel-wise uncertainties, but that really is not what we want because neighbouring pixels are not independent. e.g., if you have a detect-and-segment task, then with an uncertain detection, your segmentation masks should reflect that sometimes "nothing" is detected and thus there is nothing to segment. i think we have not progressed there beyond ising model variations.
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