High speed water bottle cap visual inspection machine adopt HID imaging system and customized light source, this system can analyze object images and obtain various parameters for real-time comparison and detection with standard products. Under KeyeTech AI deep learning algorithm, the machine can reject defective products through high-speed air valves online and automatically counts and divides qualified products into boxes, greatly improving production efficiency and ensuring product qualification rate.