xy0806

miccai17-mmwhs-hybrid

If the code is helpful for your work, please cite our paper "Hybrid Loss Guided Convolutional Networks for Whole Heart Parsing" in STACOM Workshop of MICCAI 2017.

3D-cGAN

3D conditional GAN for medical image segmentation

congeneric_renderer

Code of MICCAI 2018 Paper about Cross-Device Segmentation

miccai17-rnn-theano

Attention-Gated-Networks

Use of Attention Gates in a Convolutional Neural Network / Medical Image Classification and Segmentation

SegCaps

Official Implementation of the Paper "Capsules for Object Segmentation".

batchgenerators

A framework for data augmentation for 2D and 3D image classification and segmentation

labelme

Image Polygonal Annotation with Python.

xy0806.github.io

albumentations

fast image augmentation library and easy to use wrapper around other libraries

caffe_3d_faster_rcnn

Caffe with 3D Faster RCNN implementation

CapsNet-Tensorflow

A Tensorflow implementation of CapsNet(Capsules Net) in Hinton's paper Dynamic Routing Between Capsules

casUS_seg_ctx_re

CenterNet

Object detection, 3D detection, and pose estimation using center point detection:

DeepGuidedFilter

Official Implementation for Deep Guided Filter, CVPR 2018

DeepSimulator

The first deep learning based Nanopore simulator which can simulate the process of Nanopore sequencing.

ESP-18

fast-autoaugment

Official Implementation of 'Fast AutoAugment' in PyTorch.

incubator-echarts

A powerful, interactive charting and visualization library for browser

medSynthesisV1

This is a copy of package for medical image synthesis work with LRes-ResUnet and GAN (wgan-gp) in pytorch framework

miccai18_AtriumSegChallenge

MIRTK

The Medical Image Registration ToolKit (MIRTK), the successor of the IRTK, contains common CMake build configuration files, core libraries, and basic command-line tools. Extension packages are hosted by the MIRTK GitHub group at

neural_rerendering_in_the_wild

Implementation for the Neural Rerendering in the Wild paper

non_rigid_icp

Modified version of non-rigid Iterative closest point algorithm for fitting to noisy point clouds

oxnnet

SAN

Style Aggregated Network for Facial Landmark Detection, CVPR 2018

tensorflow-convlstm-cell

A ConvLSTM cell with layer normalization and peepholes for TensorFlow's RNN API.

tensorflow-large-model-support

Large Model Support in Tensorflow

tensorpack-medical

Deep Learning Examples for Medical Imaging Applications (Based on Tensorpack/TensorFlow)

vtkInterface

Python interface for VTK