Carton classification method and device based on data processing

Abstract

The invention discloses a carton classification method and device based on data processing. The carton classification method based on data processing relates to the technical field of data processing, and comprises the following steps: acquiring image data; extracting key image data; constructing a carton classification model; and testing and evaluating. The target classification set is set according to the preset classification target of carton classification, the image data of the to-be-classified cartons on the conveying belt are collected in real time, then the key image data are extracted according to the image recognition principle, the carton classification model is constructed in combination with the extracted key image data, and model optimization is carried out. And finally, the carton classification model after model optimization is tested in a simulated classification environment, and meanwhile, the performance of the carton classification model when the placement angle change of the to-be-classified carton is processed is evaluated, so that the effect of improving the classification recognition rate in the carton conveying process is achieved. The problem that in the prior art, the classification recognition rate is low in the carton conveying process is solved.

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