QianyeYang

mpmrireg

The source code for paper "Cross-Modality Image Registration using a Training-Time Privileged Third Modality"

MRI_Img2ImgTrans

Source code for paper: MRI Image-to-Image Translation for Cross-Modality Image Registration and Segmentation

conditional_segmentation

PyTorch implementation for the paper "Conditional Segmentation in Lieu of Image Registration"

FCN-3D-pytorch

A 3D Fully Convolutional Nets implementation in pytorch

3D-ResNets-PyTorch

3D ResNets for Action Recognition (CVPR 2018)

brain-segmentation-pytorch

U-Net implementation in PyTorch for FLAIR abnormality segmentation in brain MRI

brats

DeepMedic starter code in pytorch

brats17

Patch-based 3D U-Net for brain tumor segmentation

brats17-1

Brain tumor segmentation for MICCAI 2017 BraTS challenge

deepmedic

Efficient Multi-Scale 3D Convolutional Neural Network for Brain Lesion Segmentation

Detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

ICP-Demo

A matlab demostration for Iterative Closest Point Algorithm

ITKPythonPackage

A setup script to generate ITK Python Wheels

mpmrireg_cia_data

A public data set from the Cancer Imaging Archive to demonstrate mp-MRI registration

pix2pixHD

Synthesizing and manipulating 2048x1024 images with conditional GANs

pytorch-book

PyTorch：入门与实践

pytorch-CycleGAN-and-pix2pix

Image-to-image translation in PyTorch (e.g., horse2zebra, edges2cats, and more)

pytorch-GAN

A minimal implementaion of DCGAN/WGAN in PyTorch with jupyter notebooks

Semantic-Segmentation-using-Adversarial-Networks

Chainer Implementation of Semantic Segmentation using Adversarial Networks

StarGAN

PyTorch Implementation of StarGAN - CVPR 2018

tutorials

MONAI Tutorials

u-net-brain-tumor

U-Net Brain Tumor Segmentation in TensorFlow

Unet_pytorch

Implementation of U-Net architecture using Pytorch

voxelmorph