Agriculture is an important industry in the national economy,and promoting the modernization of agri-culture and rural areas is a major task of socialist modernization.With the development of smart agriculture,Deep Learning technology is more and more widely applied in agricultural image data analysis.The application of Deep Learning technology in agricultural image processing has effectively reduced production costs,improved agricultural production efficiency,and accelerated the development process of agricultural modernization.The article systemati-cally introduces the current application status of three common Deep Learning technologies,including object detec-tion,image recognition,and image segmentation,in agricultural image processing.It is hoped to provide assistance for future researchers.
关键词
深度学习/农业图像处理/目标检测/图像分类/图像分割
Key words
Deep Learning/Agricultural image processing/Object detection/Image segmentation/Image segmentation