Tobacco leaf mildew detection system based on artificial intelligence
A detection system and artificial intelligence technology, applied in the direction of measuring devices, optical testing flaws/defects, image data processing, etc., can solve the problems of low detection accuracy and detection efficiency, easy attack of processed data, and no consideration of security, etc. Achieve the effect of increasing system burden, convenient calculation, and improving parallel performance
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[0028] The invention is mainly aimed at the detection of mildewed area, mildewed position and mildewed type of tobacco leaves or other abnormal information of tobacco leaves. The input of the system is image information of color tobacco leaves, and the output information is whether there is obvious mildew on the tobacco leaves, the size and location of mildew area or mildew spots, etc. In order to realize the contents of the present invention, the present invention designs a hybrid deep neural network for the above-mentioned tasks to realize related functions, figure 1 It is a system architecture diagram of the present invention.
[0029] Tobacco mildew detection system based on artificial intelligence includes:
[0030] The image acquisition module is used to acquire tobacco leaf images.
[0031] First, the high-speed CCD continuously and dynamically acquires the tobacco leaf image IMG1 under the illumination of the LED converging light source, and the collected tobacco lea...
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