Segment Anything in Medical Images

Config-based framework for organized and reproducible deep learning. MONAI Bundle + PyTorch Lightning.

MONAI Versatile Imaging Segmentation and Annotation

MONAIViz - 3D Slicer Extension

AI Toolkit for Healthcare Imaging

A library to generate LaTeX expression from Python code.

Self-guided notebook tutorials to help get started with using IDC

Python package for deep learning based image to image transformation

Fast Implementation of Generalised Geodesic Distance Transform for CPU (OpenMP) and GPU (CUDA)

MONAI Model Zoo that hosts models in the MONAI Bundle format.

NVIDIA Linux open GPU kernel module source

Docker images and github actions for building packages containing PyTorch C++/CUDA extensions.

Insight Toolkit (ITK) -- Official Repository. ITK builds on a proven, spatially-oriented architecture for processing, segmentation, and registration of scientific images in two, three, or more dime…

NVIDIA Federated Learning Application Runtime Environment

The codebase is currently NOT under active development.

Ideas for creating and sustaining high performance organizations

Source Code for "Ray Tracing Gems II: Next Generation Real-Time Rendering with DXR, Vulkan, and OptiX" by Adam Marrs, Peter Shirley, and Ingo Wald

MONAI Label is an intelligent open source image labeling and learning tool.

NiftyMIC is a research-focused toolkit for motion correction and volumetric image reconstruction of 2D ultra-fast MRI.

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…

State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.

A fully-modern text-based browser, rendering to TTY and browsers

Providing reproducibility in deep learning frameworks

Material for the 2020 MONAI Bootcamp

MONAI Tutorials

Implementations of recent research prototypes/demonstrations using MONAI.

An open-source convolutional neural networks platform for research in medical image analysis and image-guided therapy

Makani was a project to develop a commercial-scale airborne wind turbine, culminating in a flight test of the Makani M600 off the coast of Norway. All Makani software has now been open-sourced. Thi…

Medical image registration using deep learning