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Piero24 / lossFuncition-4SN

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This research will show an innovative method useful in the segmentation of polyps during the screening phases of colonoscopies. To do this we have adopted a new approach which consists in merging the hybrid semantic network (HSNet) architecture model with the Reagion-wise(RW) as a loss function for the backpropagation process.

python opencv deep-neural-networks deep-learning neural-network numpy transformers python3 pytorch dataset segmentation matplotlib unipd loss-functions loss torchvision segmentation-models polyp-detection unipd-dei polyp-segmentation
  • Updated Oct 25, 2024
  • Python

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