Storage management system of a refrigerated device and a refrigerated device

Abstract

The invention provides a refrigerating device storage management system and a refrigerating device, comprising: a training module based on a convolutional neural network for learning to detect target storage; an identification module based on a convolutional neural network for identifying whether there is a target storage object and the type of target storage; the detection module based on the convolutional neural network is used to capture and detect whether there is a target storage, and whether there is a target storage stored in or taken out of the refrigerator. The storage management system of the refrigerating device proposed by the present invention can establish a convolutional neural network through steps such as training, verification and testing to realize automatic learning, interaction, identification, and statistics of the target storage and target storage in the refrigerating device according to the sampled video. There is no need to change the usage habits of traditional refrigeration devices for changes in the type and quantity of each target storage item, and intelligent automatic statistics and interactive functions are realized. It has the advantages of high management precision, accurate statistical data, and good flexibility of use.

Description

technical field [0001] The invention relates to the technical field of refrigeration equipment, in particular to a storage management system for a refrigeration device and a refrigeration device. Background technique [0002] Many people think that food will be safe if it is put in the refrigerator, and it will not change the taste or spoilage. In fact, the refrigerated device only inhibits the reproduction speed of bacteria by cooling down. However, if the food is stored for too long, it will also deteriorate, and nausea, vomiting and diarrhea may occur after eating. Household refrigeration devices generally do not have the function of counting ingredients. The storage period of food is determined by user experience, and it is easy to omit food and cause food to deteriorate and affect health. For the large-scale frozen storage industry, the statistics of food materials need special personnel to be responsible, and the cost is relatively high. Once there is a omission, it...

AI Technical Summary

Problems solved by technology

[0005] The present invention provides a storage management system for refrigerating devices, aiming to overcome the defects in the prior art that the storage statistics do not conform to traditional usage habits and the management cost is high

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