Intelligent hickory nut shell and kernel sorting machine based on convolutional neural network algorithm
A convolutional neural network, pecan shell technology, applied in biological neural network models, neural learning methods, neural architectures, etc., can solve the problems of low recognition rate, walnut kernel pollution, low sorting results, etc., to improve recognition The effect of precision and quick response
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[0034] like figure 1 Shown, a kind of intelligent hickory nut shell kernel sorting machine based on convolutional neural network algorithm, described intelligent hickory nut shell kernel sorter includes feeding device 1, vibrating screen 2, frame 3, air-blown type sorting machine. Selecting device 4, power distribution cabinet 5, conveying device 6, air-suction sorting device 7, shading plate 8, auxiliary light source 9 and image acquisition system 10; Described intelligent pecan shell kernel sorting machine also includes industrial camera, Lower computer, upper computer, data processing system, target recognition algorithm of deep learning theory, positioning algorithm of regional connected domain segmentation theory, air suction control system, air blowing control system.
[0035] Furthermore, the industrial camera is located directly above the sorting machine, the auxiliary light source 9 cooperates with the industrial camera and is evenly distributed around the industrial ...
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