This was my research project at IIT Bombay on Lung Segmentation from Chest X-Rays Images

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

Pytorch implementation of UNet for converting aerial satellite images into google maps kinda images.

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

Repository containing the source code of the IVD-Net segmentation network that we proposed for the MICCAI 2018 IVD segmentation challenge.

Straightforward top-5% Car Masking Pipeline for the Carvana Image Masking Challenge

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

PyTorch1.0 Implementation of Unet

Analyzing the performance of different types of convolutional filters for image segmentation purposes.

Liver Lesion Segmentation with 2D Unets

UNet 2.0 - Pytorch implementation of the U-Net 2.0 for image semantic segmentation, with processing blocks for noisy images

My solution to the SIIM-ACR Pneumothorax Segmentation Challenge on Kaggle, which got the 34th place (Top3%).

Lung Segmentation UNet model on 3D CT scans

Unet based on Wavelet coefficients for segmentation

RSANet: Recurrent Slice-wise Attention Network for Multiple Sclerosis Lesion Segmentation (MICCAI 2019)

[ICIVC 2019] "LSTM multi-modal UNet for Brain Tumor Segmentation"

U-Net: Convolutional Networks for Biomedical Image Segmentation

The implementation of Generative Adversarial Network as the part of "Photo-to-Emoji Transformation" research series. The generator uses U-Net as the auto-encoder transformer.

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

Simple compressive sensing with Unet