Submitted by Fabulous-Let-822 t3_115btl3 in MachineLearning
stringerbell50 t1_j92tizo wrote
Image Segmentation.
currentscurrents t1_j96n0v8 wrote
Isn't that doing pretty good these days? CNNs can not only segment, but even semantically label every pixel in an image.
On a practical level, I have used Photoshop's new object select and love it. It does a better job at masking than I do.
Ulfgardleo t1_j976icn wrote
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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