The defective inspection of pharma caps is one of the most important categories in plastic packaging inspection. Through high-definition customized cameras and light source imaging systems, various defects in bottle caps are generated into data. After learning from KeyeTech AI deep algorithm systems, a visual inspection system can accurately control the quality defects of all caps and closures.