Gioni Mexi

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Questions related from Gioni Mexi

Choice of loss function for semantic segmentation?

I am training a U-Net for semantic segmentation of large medical images (4096x4096px). The two classes are "too" unbalanced. The white pixels are just about 0.1% (or less) of the whole image. The...

07 October 2020 2,138 3 View

Is it possible to use CNNs for semantic segmentation of large 4600x4600px medical images?

I am trying to implement a CNN (U-Net) for semantic segmentation of similar large greyscale ~4600x4600px medical images. The area I want to segment is the empty space (gap) between a round...

30 September 2020 10,056 14 View