This paper presents a design of automatic payment system in canteen based on dish feature. The design is based on dishes feature and image recognition technology to achieve the function of automatic payment. Combined with staff cards or student cards, it can achieve self-payment function. Therefore, the process from selecting dishes to pay for the dishes can be done by computer without people assistance.