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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

conditional_segmentation

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

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.

fcn-3d-pytorch

A 3D Fully Convolutional Nets implementation in pytorch

icp-demo

A matlab demostration for Iterative Closest Point Algorithm

itkpythonpackage

A setup script to generate ITK Python Wheels

mpmrireg

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

mpmrireg_cia_data

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

mri_img2imgtrans

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

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