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MSc Thesis Project - "Computer-aided Design of Cranial Implants: A Deep learning Approach"
exploration of VGG-16 model and hypercolumns
A flexible, high-performance serving system for machine learning models
A Tensorflow implementation of FPN detection framework.
My Solution for Carvana Image Masking Challenge on Kaggle: https://www.kaggle.com/c/carvana-image-masking-challenge
The winning submission for NIPS 2017: Defense Against Adversarial Attack of team TSAIL
tensorflow implementation of Grad-CAM (CNN visualization)
Progressive Growing of GANs for Improved Quality, Stability, and Variation
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.
TensorFlowOnSpark brings TensorFlow programs to Apache Spark clusters.
3D visualization of scientific data in Python
Matterport3D is a pretty awesome dataset for RGB-D machine learning tasks :)
A senior design project dedicated to finding a low cost solution to detecting atrial fibrillation in patients.
AFIB Detection with Convolutional Networks (Computers In Cardiology Challenge 2017)
An Open Source Machine Learning Framework for Everyone
Git Source Code Mirror - This is a publish-only repository but pull requests can be turned into patches to the mailing list via GitGitGadget (https://gitgitgadget.github.io/). Please follow Documen…
SCIRun is a Problem Solving Environment, for modeling, simulation and visualization of scientific problems. This is version 5, the upgraded version of SCIRun v4.
A Python Toolbox for Statistics and Neurophysiological Signal Processing (EEG, EDA, ECG, EMG...).
The Moby Project - a collaborative project for the container ecosystem to assemble container-based systems
This is a bunch of code to port Keras neural network model into pure C++.
Datasets, Transforms and Models specific to Computer Vision
A collaboratively written review paper on deep learning, genomics, and precision medicine