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GitHub topics: pytorch-unet

milesial/Pytorch-UNet

PyTorch implementation of the U-Net for image semantic segmentation with high quality images

Language: Python - Size: 46.3 MB - Last synced at: 2 days ago - Pushed at: 10 months ago - Stars: 10,196 - Forks: 2,621

Mqtth3w/pixel-level-segmentation-in-pets-unipr

UNet and DeepLabV3 for instance segmentation. Starting from a rgb image of a pet the network should output a segmentation mask of the pet. Deep Learning and Generative Models' practical project developed in 2025.

Language: Jupyter Notebook - Size: 3.8 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

mandal13/3D-UNet-Denoising

PyTorch implementation of 3D UNet model for removal of noise from the Electron Density

Language: Jupyter Notebook - Size: 107 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

VishmiVishara/XAI-ResUNet

Code for IMVIP 2024 paper "Analysing the Impact of Pre-training in ResUNet Architectures for Multiple Sclerosis Lesion Segmentation using EigenGradCAM"

Language: Python - Size: 37.1 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 1 - Forks: 1

AntoineBendafiSchulmann/doc_detector_pl

Language: Python - Size: 621 KB - Last synced at: 3 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

russel0719/UNet-3-Plus-Pytorch

Unofficial Pytorch Implementation of UNet3Plus: A Full-Scale Connected UNet for Medical Image Segmentation

Language: Python - Size: 48.8 KB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 1 - Forks: 0

krishnakaushik25/Medical-Image-Segmentation-DL

Implemented Unet++ models for medical image segmentation to detect and classify colorectal polyps.

Language: Jupyter Notebook - Size: 153 MB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 4 - Forks: 1

jerryyyyy708/Double-UNet_PyTorch

A PyTorch Implementation of Double-UNet

Language: Python - Size: 6.84 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 0

LongLong-Jing/PyTorch-UNet

PyTorch Implementation for Segmentation and Saliency Prediction

Language: Python - Size: 6.32 MB - Last synced at: about 2 years ago - Pushed at: about 7 years ago - Stars: 23 - Forks: 9

pgtgrly/U-Net-Derived-Pytorch 📦

implementation of U-Net like Architecture for Semantic segementation in Pytorch

Language: Python - Size: 19.7 MB - Last synced at: about 2 years ago - Pushed at: about 7 years ago - Stars: 5 - Forks: 2

Related Keywords
pytorch-unet 10 pytorch 7 unet 6 segmentation 3 deep-learning 3 convolutional-networks 3 semantic-segmentation 2 tensorboard 2 convolutional-neural-networks 2 unet-image-segmentation 2 u-net 2 opencv 1 medical-image-segmentation 1 albumentations 1 pytorch-implementation 1 image-segmentation-pytorch 1 image-segmentation 1 image-segmenation-unet 1 pytorch-lightning 1 deaplearning 1 xai 1 resunet-architecture 1 multiple-sclerosis 1 polyp-segmentation 1 vggblock 1 computer-vision 1 doubleu-net 1 doubleunet 1 segmentation-models 1 sematic-segmentation 1 foreground-detection 1 foreground-segmentation 1 saliency-detection 1 kaggle-dataset 1 kaggle 1 wandb 1 weights-and-biases 1 deeplabv3 1 deeplabv3-pytorch 1 instance-segmentation 1 oxford-iiit-pets-dataset 1 pet-recognition 1 python 1 segmentation-mask 1 unet-pytorch 1 unipr 1 3d-unet 1 denoising 1 brain-image 1 cam 1 grad-cam 1 medical-image-analysis 1 medical-imaging 1 miccai-2016 1 mri 1 mri-image-processing 1 ms-lesions 1 msseg-2016 1