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Projects in Awesome Lists tagged with polyp-segmentation
A curated list of projects in awesome lists tagged with polyp-segmentation .
https://github.com/nikhilroxtomar/tganet
TGANet: Text-guided attention for improved polyp segmentation [Early Accepted & Student Travel Award at MICCAI 2022]
colonoscopy medical-image-segmentation polyp-segmentation segmentation
Last synced: 16 Nov 2024
https://github.com/nikhilroxtomar/transresunet
TransResU-Net: Transformer based ResU-Net for Real-Time Colonoscopy Polyp Segmentation
colonoscopy convolutional-neural-networks deep-learning polyp-segmentation pytorch sematic-segmentation
Last synced: 16 Nov 2024
https://github.com/piero24/lossfuncition-4sn
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.
dataset deep-learning deep-neural-networks loss loss-functions matplotlib neural-network numpy opencv polyp-detection polyp-segmentation python python3 pytorch segmentation segmentation-models torchvision transformers unipd unipd-dei
Last synced: 10 Nov 2024
