Voxelworld

vscode

Visual Studio Code

PowerToys

Windows system utilities to maximize productivity

ml-agents

The Unity Machine Learning Agents Toolkit (ML-Agents) is an open-source project that enables games and simulations to serve as environments for training intelligent agents using deep reinforcement learning and imitation learning.

3D-Machine-Learning

A resource repository for 3D machine learning

server

The Triton Inference Server provides an optimized cloud and edge inferencing solution.

MONAI

AI Toolkit for Healthcare Imaging

nnUNet

pointnet

PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation

libigl

Simple MPL-2.0-licensed C++ geometry processing library.

TensorFlowSharp

TensorFlow API for .NET languages

pointnet2

PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space

graphics

TensorFlow Graphics: Differentiable Graphics Layers for TensorFlow

3DUnetCNN

Pytorch 3D U-Net Convolution Neural Network (CNN) designed for medical image segmentation

tutorials

MONAI Tutorials

torchxrayvision

TorchXRayVision: A library of chest X-ray datasets and models. Classifiers, segmentation, and autoencoders.

SimpleITK

SimpleITK: a layer built on top of the Insight Toolkit (ITK), intended to simplify and facilitate ITK's use in rapid prototyping, education and interpreted languages.

SimpleITK-Notebooks

Jupyter notebooks for learning how to use SimpleITK

itkwidgets

An elegant Python interface for visualization on the web platform to interactively generate insights into multidimensional images, point sets, and geometry.

tensorflow-directml

Fork of TensorFlow accelerated by DirectML

FX11

Effects for Direct3D 11 (FX11) is a management runtime for authoring HLSL shaders, render state, and runtime variables together.

ai-assisted-annotation-client

Client side integration example source code and libraries for AI-Assisted Annotation SDK

MeshLabXML

Create and run MeshLab XML scripts with Python

enzynet

EnzyNet: enzyme classification using 3D convolutional neural networks on spatial representation

clara-train-examples

Example notebooks demonstrating how to use Clara Train to build Medical Imaging Deep Learning models

walbourn.github.io

Games for Windows and the DirectX SDK blog

Direct3D-Rendering-Cookbook

Direct3D Rendering Cookbook - companion source code

MONAIBootcamp2020

Material for the 2020 MONAI Bootcamp

ITK

Insight Segmentation and Registration Toolkit -- Mirror

SlicerDentalSegmentator

3D Slicer extension for fully-automatic segmentation of CT and CBCT dental volumes.

tf-serving-client-cpp

An example of TensorFlow Serving client to send images for prediction (using C++ and CMake)