/dissertation

Primary LanguagePythonMIT LicenseMIT

Automatic medical image segmentation with Unet and Unet++

This repository contains Unet and Unet++ Pytorch code implemented for BraTS-2020 and Placenta-UoN data-sets.

UNet++: A Nested U-Net Architecture for Medical Image Segmentation

This is the implementation of Unet++ paper using pytorch. You can find the original paper at https://arxiv.org/pdf/1912.05074.pdf

U-Net: Convolutional Networks for Biomedical Image Segmentation

This is the implementation of Unet paper using pytorch. You can find the original paper at http://lapi.fi-p.unam.mx/wp-content/uploads/UNET-Original-Paper.pdf

code I used as a reference:

Unet implementation : https://github.com/usuyama/pytorch-unet
Unet++ implementation: https://github.com/hellopipu/unet_plus