Artificial Intelligence (AI) Capability
To assist users who want to work with AI techniques, Verasonics has developed a tutorial to guide users through the steps of creating an application that leverages machine learning to detect arbitrary objects in ultrasound image data.
The tutorial provides four easy steps demonstrating how to:
- extract image data for training using the new process-storage-class feature,
- interactively select the target objects for training the classifiers,
- setup training parameters and train common classifier models, and
- perform real-time classification and object detection in a script using the external function.
This feature takes advantage of the robust tools provided by the MATLAB™ Statistics and Machine Learning Toolbox.