Development of Intelligent Agricultural Automation Based on Computer Vision

This paper analyzed in detail the application of computer vision technology to four aspects of intelligent agricultural automation production, which saved a lot of manpower and material resources for the whole process of agricultural products from growth to harvest to logistics. Finally, combined with the realization of automatic classification of apples, the real-time monitoring and classification technology of fruit quality is discussed, which has great practical significance and economic benefits for improving the market competitiveness of Chinese fruit products. The error rate of machine grading results is 11.8% and below, and the error rate of apple grading outside the grade is 0, which can basically be applied in real life. Through computer vision technology, the automatic detection and grading of fruits are realized, thus improving the consistency and accuracy of agricultural products quality. This is very important to meet the demand of modern market for high-quality agricultural products.