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unet-pytorch

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qubvel-org /segmentation_models.pytorch

Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.

computer-vision models image-processing transformers pytorch imagenet segmentation pretrained-models image-segmentation unet semantic-segmentation pretrained-weights pspnet fpn deeplabv3 unet-pytorch deeplab-v3-plus segmentation-models unetplusplus segformer

UpdatedMar 17, 2025
Python

wolny /pytorch-3dunet

3D U-Net model for volumetric semantic segmentation written in pytorch

pytorch unet semantic-segmentation volumetric-data 3d-segmentation dice-coefficient unet-pytorch groupnorm 3d-unet pytorch-3dunet residual-unet

UpdatedFeb 27, 2025
Jupyter Notebook

rishikksh20 /ResUnet

Pytorch implementation of ResUnet and ResUnet ++

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

UpdatedSep 7, 2024
Python

neptune-ai /open-solution-mapping-challenge

Open solution to the Mapping Challenge 🌎

python competition data-science machine-learning deep-learning pipeline neptune pipeline-framework kaggle lightgbm satellite-imagery unet data-science-learning crowdai unet-pytorch unet-image-segmentation machine-learning-lab mapping-challenge

UpdatedMar 22, 2021
Python

NITR098 /Awesome-U-Net

Official repo for Medical Image Segmentation Review: The Success of U-Net

transformer medical-image-processing u-net medical-image-segmentation unet-pytorch unet-image-segmentation segmentation-models

UpdatedSep 30, 2024
Jupyter Notebook

tugstugi /pytorch-saltnet

Kaggle | 9th place single model solution for TGS Salt Identification Challenge

deep-learning cnn pytorch kaggle-competition segmentation convolutional-neural-networks unet seismic-imaging unet-pytorch unet-image-segmentation

UpdatedOct 29, 2018
Python

stefanknegt /Probabilistic-Unet-Pytorch

A Probabilistic U-Net for segmentation of ambiguous images implemented in PyTorch

unet-pytorch unet-image-segmentation

UpdatedJan 16, 2019
Python

sdsubhajitdas /Brain-Tumor-Segmentation

Brain Tumor Segmentation done using U-Net Architecture.

deep-learning pytorch image-segmentation unet brain-tumor-segmentation unet-pytorch unet-image-segmentation tumor-segmentation

UpdatedJul 21, 2023
Jupyter Notebook

HansBambel /SmaAt-UNet

PyTorch-Code for the Paper "SmaAt-UNet: Precipitation Nowcasting using a Small, Attentive UNet-Architecture"

convolutional-neural-networks weather-forecast unet unet-pytorch precipitation-nowcasting

UpdatedMar 13, 2025
Python

pykao /Modified-3D-UNet-Pytorch

This repository implements pytorch version of the modifed 3D U-Net from Fabian Isensee et al. participating in BraTS2017

unet unet-3d unet-pytorch unet-image-segmentation 3d-unet

UpdatedSep 7, 2018
Python

pollockjj /ComfyUI-MultiGPU

This custom_node for ComfyUI adds one-click "Virtual VRAM" for any GGUF UNet and CLIP loader, managing the offload of layers to DRAM or VRAM to maximize the latent space of your card. Also includes nodes for directly loading entire components (UNet, CLIP, VAE) onto the device you choose. Includes 16 examples covering common use cases.

pytorch unet-pytorch stable-diffusion comfyui ggml comfyui-workflow comfyui-nodes gguf-models

UpdatedMar 14, 2025
Python

fepegar /unet

"pip install unet": PyTorch Implementation of 1D, 2D and 3D U-Net architecture.

deep-learning medical-imaging convolutional-neural-networks unet unet-pytorch unet-image-segmentation

UpdatedDec 13, 2024
Python

zhoudaxia233 /EfficientUnet-PyTorch

A PyTorch 1.0 Implementation of Unet with EfficientNet as encoder

image-segmentation unet unet-pytorch efficientnet efficientunet

UpdatedMar 13, 2021
Python

minerva-ml /open-solution-data-science-bowl-2018

Open solution to the Data Science Bowl 2018

python open-source data-science machine-learning deep-learning neptune image-processing python3 kaggle medical-imaging segmentation unet medical-image-processing data-science-bowl data-science-bowl-2018 unet-pytorch unet-image-segmentation

UpdatedJun 22, 2022
Python

davidiommi /Pytorch--3D-Medical-Images-Segmentation--SALMON

Segmentation deep learning ALgorithm based on MONai toolbox: single and multi-label segmentation software developed by QIMP team-Vienna.

deep-learning transformers pytorch mri segmentation unet unet-3d unet-pytorch organs monai monai-toolbox nnunet unetr

UpdatedNov 15, 2021
Python

NEU-DET-Steel-Surface-Defect-Detection

siddhartamukherjee /NEU-DET-Steel-Surface-Defect-Detection

This project is about detecting defects on steel surface using Unet. The dataset used for this project is the NEU-DET database.

deep-neural-networks deep-learning pytorch resnet defect-prediction resnet-18 defect-detection unet-pytorch unet-image-segmentation segmentation-models neu-det

UpdatedMay 22, 2021
Jupyter Notebook

musimab /Tc_ID_Card_OCR

Automatic information extraction from identity card with ocr

ocr computer-vision craft face-recognition unet-pytorch id-card-recognition easyocr

UpdatedMay 16, 2024
Python

Confusezius /unet-lits-2d-pipeline

Liver Lesion Segmentation with 2D Unets

deep-learning unet semantic-segmentation liver-segmentation medical-image-segmentation unet-pytorch lesion-segmentation

UpdatedJul 4, 2019
Python

nikhilroxtomar /Retina-Blood-Vessel-Segmentation-in-PyTorch

This repository contains the code for semantic segmentation of the retina blood vessel on the DRIVE dataset using the PyTorch framework.

pytorch image-segmentation unet unet-pytorch retinal-vessel-segmentation unet-segmentation drive-dataset

UpdatedJul 12, 2021
Python

Diyago /Severstal-Steel-Defect-Detection

Can you detect and classify defects in steel? Segmentation in Pytorch

python deep-learning pytorch unet unet-pytorch

UpdatedSep 18, 2020
Python

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