AI-Assisted Annotation for Continuous Learning with MONAI Label

, Senior AI Scientist, NVIDIA
, Technical Marketing Engineer, NVIDIA
, Senior Solution Architect, NVIDIA
, Technical Product Manager, NVIDIA
, Research Scientist, NVIDIA

Learn how to get started with AI-assisted annotation using MONAI Label and OHIF or 3D Slicer as your image viewer, and walk through creating your own MONAI Label application. MONAI Label is an open-source image labeling and learning tool that allows researchers to create novel AI models and collaborate with a clinical team. You'll get a short introduction to MONAI Label and then dive deep into utilizing OHIF and 3D Slicer as your viewers and use an existing application to start with AI-assisted annotation. Next, you'll learn more about the continuous learning loop integrated into MONAI Label and how active learning plays an integral role in data selection. You'll also learn how to create your own custom MONAI Label sample application so you can understand how to integrate your workflow into MONAI Label. 

 

Prerequisite(s): 

  • Basics of Deep Learning and PyTorch are helpful

 

Please disregard any reference to "Event Code" for access to training materials. "Event Codes" are only valid during the original live session. Explore more training options offered by the NVIDIA Deep Learning Institute (DLI). Choose from an extensive catalog of self-paced, online courses or instructor-led virtual workshops to help you develop key skills in AI, HPC, graphics & simulation, and more.

活动: GTC Digital Spring
日期: March 2023
话题: Deep Learning - Frameworks
行业: 医疗健康与生命科学
级别: 中级技术
语言: 英语
话题: Deep Learning
所在地: