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unet-pytorch

Here are 174 public repositories matching this topic...

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

  • UpdatedFeb 27, 2025
  • Jupyter Notebook

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

  • UpdatedSep 30, 2024
  • Jupyter Notebook

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

  • UpdatedOct 29, 2018
  • Python

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

  • UpdatedJan 16, 2019
  • Python

Brain Tumor Segmentation done using U-Net Architecture.

  • UpdatedJul 21, 2023
  • Jupyter Notebook

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

  • UpdatedMar 13, 2025
  • Python

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

  • UpdatedSep 7, 2018
  • Python

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.

  • UpdatedMar 14, 2025
  • Python

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

  • UpdatedDec 13, 2024
  • Python

A PyTorch 1.0 Implementation of Unet with EfficientNet as encoder

  • UpdatedMar 13, 2021
  • Python

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

  • UpdatedNov 15, 2021
  • Python
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.

  • UpdatedMay 22, 2021
  • Jupyter Notebook

Automatic information extraction from identity card with ocr

  • UpdatedMay 16, 2024
  • Python

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

  • UpdatedJul 12, 2021
  • Python

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

  • UpdatedSep 18, 2020
  • Python

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