Machine learning-based methods and systems for deffect detection and analysis using ultrasound scans

The invention describes a computer program that uses artificial intelligence to inspect ultrasound images of an object. It automatically finds any defects or unusual areas within a specific section of the object, labels these findings, and then assigns an overall health status to that section. This health status, which might include details like the number or size of defects, is then displayed for review.