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181

634

mit

13

The Tensorflow, Keras implementation of U-net, V-net, U-net++, UNET 3+, Attention U-net, R2U-net, ResUnet-a, U^2-Net, TransUNET, and Swin-UNET with optional ImageNet-trained backbones.

pypi unet vnet u2net r2u-net resunet backbone imagenet swinunet transunet tensorflow unet-plusplus attention-unet unet-threeplus

Created 2020-12-21

221 commits to main branch, last one about a year ago

Retinal-Vessel-Segmentation-using-variants-of-UNET arkanivasarkar

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unknown

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Retinal vessel segmentation using U-NET, Res-UNET, Attention U-NET, and Residual Attention U-NET (RA-UNET)

unet keras jaccard-loss residual-unet attention-unet computer-vision image-processing keras-tensorflow patchwise-training jaccard-coefficient retinal-fundus-images intersection-over-union residual-attention-unet retinal-vessel-segmentation

Created 2021-08-10

27 commits to main branch, last one 2 years ago

prostateMR_3D-CAD-csPCa DIAGNijmegen

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unknown

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Hierarchical probabilistic 3D U-Net, with attention mechanisms (—𝘈𝘵𝘵𝘦𝘯𝘵𝘪𝘰𝘯 𝘜-𝘕𝘦𝘵, 𝘚𝘌𝘙𝘦𝘴𝘕𝘦𝘵) and a nested decoder structure with deep supervision (—𝘜𝘕𝘦𝘵++). Built in TensorFlow...

seresnet mri-images unetplusplus attention-unet prostate-cancer tensorflow-keras probabilistic-unet attention-mechanisms computer-aided-detection computer-aided-diagnosis

This repository has been archived (exclude archived)

Created 2021-01-19

186 commits to main branch, last one 2 years ago