The defect detection accelerated application is a machine vision app that automates detection of defects, maturity of products (e.g., fruits, PCBs), and sorting in high-speed factory pipelines by using Xilinx Vitis Vision Library of accelerated computer vision functions. This video provides an overview of the app, available for download at no charge from the Xilinx App Store for Kria SOMs.