This solution leverages AI-powered visual recognition and intelligent counting to handle irregular-shaped components that are difficult to feed or measure using traditional vibration systems. Ideal for parts with varying sizes, soft textures, or complex structures, it ensures precision and efficiency in packing non-standard items across automotive, appliance, medical, toy, and hardware sectors.