The invention relates to the technical field of beverage quality inspection, in particular to a Chinese yam beverage quality
inspection method and
system. According to the method, multi-
source data on multiple items of the Chinese yam beverage are collected, a Chinese yam beverage appearance detection model is constructed, identification information is generated for detection results of five aspects of appearance, physical properties, components, microorganisms and chemical substances of the Chinese yam beverage in combination with a YOLOv5
network architecture, full-dimensional dynamic
convolution and an attention module, and a 1t, 2t, 3t, 3t, 3t, 3t, 3t, 3t, 3t, 3t, 3t, 3t, 3t, 3t, 3t, 3t and 3t are established; identifying information, analyzing a
record table and analyzing a report gt; according to the association relationship between the analysis reports and the index data, when the quality of the sampled Chinese yam drinks is unqualified, the
system quickly and accurately extracts the analysis reports containing the unqualified items from the
system database through the association relationship, obtains the unqualified index data of the sampled Chinese yam drinks and obtains the batches of sampled samples; and the
traceability of the system to the unqualified Chinese yam drinks is greatly improved. The system has the beneficial technical effects that the accuracy rate of quality inspection of the Chinese yam drinks by the system and the reliability of the system are improved.