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