Episode 4: AI Approaches for Advanced 3D Image Analysis

The fourth video in a series of six tutorials to teach microscopists how to train and use AI models in combination with advanced 3D image analysis tools, using ZEISS arivis Pro and ZEISS arivis Cloud: AI approaches to image analysis.
In this training video tutorial, Dr. Delisa Garcia demonstrates how to use AI tools for image segmentation. How to use Machine Learning for object segmentation and object classification. You will also learn how to train your own Deep Learning model in ZEISS arivis Pro and ZEISS arivis Cloud.

Key Learnings:

• Training Machine Learning and Deep Learning models locally on ZEISS arivis Pro
• How and when to use ZEISS arivis Cloud for AI model training
• Segmenting and classifying objects using AI
  

Dr. Delisa Garcia explains the main functions of the ZEISS arivis Pro software, so you can start your own automated, end-to-end image analysis pipelines with ease. In just six sessions, you will learn enough about Advanced and 3D image analysis - basic principles, tools and best practices - to take your image analysis skills to the next level.

Topics such as data import and result export, 3D rendering, and segmentation types will get you on the right track. Explore various processing tools, measurements, relationship quantification, neuron tracing and object tracking. By learning how to implement AI models and other advanced operations into your pipeline, you will become an expert in image analysis with ZEISS arivis Pro in no time.