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PyTorch implementation of UNet, UNet++, Attention UNet

Different Variants of U-Net for Image Segmentation:

  • UNet - U-Net: Convolutional Networks for Biomedical Image Segmentation
  • Nested UNet - UNet++: A Nested U-Net Architecture for Medical Image Segmentation
  • Attention U-Net : Learning Where to Look for the Pancreas

Run Locally

Clone the project

  git clone https://github.com/aysenurcftc/semantic_segmentation.git

Install all dependent libraries:

pip install -r requirements.txt

Types of Unet

unet

nestedunet

attentiounet