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GitHub topics: pytorch-unet

ViskoX/image_segmentation

🩺 Segment lungs from COVID-19 X-ray images using advanced deep learning techniques like U-Net and MobileNet-U-Net for improved accuracy and efficiency.

Language: Jupyter Notebook - Size: 1.29 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 0 - Forks: 0

Amulya-Yadav/U-Net-PyTorch

🧠 Implement U-Net in PyTorch for effective binary image segmentation, focusing on brain tumor detection with a complete pipeline from data prep to evaluation.

Language: Jupyter Notebook - Size: 185 KB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 2 - Forks: 0

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: 28 days ago - Pushed at: over 1 year ago - Stars: 10,710 - Forks: 2,671

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: 5 months ago - Pushed at: 8 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: 8 months ago - Pushed at: 8 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: 9 months ago - Pushed at: 9 months ago - Stars: 1 - Forks: 1

AntoineBendafiSchulmann/doc_detector_pl

Language: Python - Size: 621 KB - Last synced at: 8 months ago - Pushed at: 12 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: over 1 year ago - Pushed at: over 1 year 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: over 2 years ago - Pushed at: about 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: over 2 years ago - Pushed at: about 3 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: over 2 years ago - Pushed at: over 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: over 2 years ago - Pushed at: over 7 years ago - Stars: 5 - Forks: 2