Plant pest and disease detection method based on multiple features and support vector machine
A technology of support vector machine and detection method, applied in computer parts, instruments, character and pattern recognition, etc., can solve the problems of high cost, long detection time, large manual workload, etc., to avoid complex operation steps, accurate High-grade, easy-to-operate effect
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[0048] The specific embodiments of the present invention will be further described below in conjunction with the accompanying drawings, but it should be pointed out that the present invention is not limited to the following embodiments.
[0049] Such as figure 1 Shown is the hardware working environment diagram of intelligent image acquisition in the agricultural scene of the present invention. Such as figure 2 As shown, a method for detecting plant diseases and insect pests based on multi-features and support vector machines, first connects the UAV flight control center through the USB-UART interface through the UAV equipped with the ARM development board, and collects a large number of normal The images of growing plant leaves and those with plant diseases and insect pests are stored in the SD card, and the images are transmitted to the server through the TCP / IP protocol. Each part of the picture is extracted as a sample, and feature vectors are extracted for each leaf im...
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