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stringerbell50 t1_j92tizo wrote

Image Segmentation.

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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.

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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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