The application and research of computer vision technique have been developed very quickly. It has expanded to the field of automatic manufacture and has gained some achievements. This paper introduces the system of computer vision, reviews the application of computer vision in automatic production of agriculture. Finally, the paper summarizes up the main difficulty and prospect.