Jump to navigation Jump to search
NVIDIA Clara Train SDK for Medical Imaging
Clara Train SDK is a domain optimized developer application framework that includes APIs for AI-Assisted Annotation, making any medical viewer AI capable and a MONAI and PyTorch based training framework with pre-trained models to kick start AI development with techniques like Transfer Learning, Federated Learning and AutoML.
AI-Assisted Annotation APIs and an Annotation server can be easily integrated into any Medical Viewer. The training framework includes decentralized learning techniques like Federated Learning and Transfer Learning. It also includes techniques like AutoML for iterative experimentation. The SDK provides pre-trained models as Model Applications packaged as MMARS (Medical Model ARchive) to users providing an intuitive config based environment for data scientists and researchers to get kick-started with AI Development.
module spider clara to find out what environment modules are available for this application.
- HPC_CLARA_DIR - installation directory
The sample work flow for using MONAI is available at: https://github.com/zephyrie/monai-gtc