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186

681

mit

12

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 2 years ago

ResUnet rishikksh20

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473

unknown

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Pytorch implementation of ResUnet and ResUnet ++

unet resunet segmentation unet-pytorch image-processing satellite-imagery image-segmentation deep-residual-network medical-image-processing image-to-image-translation

Created 2020-08-21

23 commits to master branch, last one 4 months ago

ResUNetPlusPlus DebeshJha

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193

unknown

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Official code for ResUNetplusplus for medical image segmentation (TensorFlow & Pytorch implementation)

aspp unet conv2d pytorch resunet attention tensorflow unet-model residual-networks resunet-plus-plus image-segmentation resunet-architecture pytorch-implementation squeeze-and-excitation medical-image-segmentation

Created 2020-01-12

39 commits to master branch, last one about a year ago

ResUNetPlusPlus-with-CRF-and-TTA DebeshJha

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125

unknown

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Official implementation of ResUNet++, CRF, and TTA for segmentation of medical images (IEEE JBIHI)

unet pytorch resunet tensorflow segmentation deep-learning computer-vision medical-imaging image-segmantation image-segmentation resunet-architecture semantic-segmentation pytorch-implementation unet-image-segmentation convolutional-neural-networks

Created 2020-04-07

34 commits to master branch, last one about a year ago

Label-Pixels venkanna37

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72

unknown

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Label-Pixels is the tool for semantic segmentation of remote sensing images using Fully Convolutional Networks. Initially, it is designed for extracting the road network from remote sensing imagery an...

gdal unet keras segnet resunet tensorflow msc-project label-pixels segmentation deep-learning pixel-labeling remote-sensing road-extraction machine-learning satellite-imagery semantic-segmentation artificial-intelligence fully-convolutional-networks satellite-image-segmentation

Created 2020-05-16

80 commits to master branch, last one 2 years ago

ResUnet-a Akhilesh64

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36

mit

2

Implementation of the paper "ResUNet-a: a deep learning framework for semantic segmentation of remotely sensed data" in TensorFlow.

keras resunet tensorflow segmentation deep-learning remote-sensing road-detection road-extraction contour-detection road-segmentation satellite-imagery boundary-detection image-segmentation semantic-segmentation convolutional-neural-networks

Created 2021-06-07

39 commits to main branch, last one 3 years ago