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dltk

Deep Learning Toolkit for Medical Image Analysis

esp-18

examples

Examples for the OpenGL Red Book

fast-autoaugment

Official Implementation of 'Fast AutoAugment' in PyTorch.

focal-loss

Reproduction of Focal-loss on caffe

ganhacks

starter from "How to Train a GAN?" at NIPS2016

graphcut

Graph cut image segmentation with custom GUI.

human-pose-estimation-by-deep-learning

A simple regression based implementation/VGG16 of pose estimation with tensorflow.

incubator-echarts

A powerful, interactive charting and visualization library for browser

keras-oneshot

koch et al, Siamese Networks for one-shot learning, (mostly) reimplimented in keras

labelme

Image Polygonal Annotation with Python.

learnopengl

Code repository of all tutorials found at http://learnopengl.com

lstm_pose_machines

Code repo for LSTM Pose Machines

medsynthesisv1

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

miccai17-acdc

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.

miccai17-rnn-theano

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

models

Models and examples built with TensorFlow

neural_rerendering_in_the_wild

Implementation for the Neural Rerendering in the Wild paper

nips2015_vrnn

non_rigid_icp

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

openbcsim

Open-source B-spline based implementation of the COLE ultrasound simulation algorithm.

opengl

OpenGL 3 and 4 with GLSL

openpose

OpenPose: A Real-Time Multi-Person Keypoint Detection And Multi-Threading C++ Library

oxnnet

paper-notes

Random notes on papers, likely a short-term repo.

pixeldcn

Tensorflow Implementation of Pixel Deconvolutional Networks (PixelDCN and PixelDCL)

pose-gan