Storage object management for cold storage plant, and cold storage plant

Abstract

The invention provides a storage object management for a cold storage plant, and the cold storage plant. The system comprises a video input module which is used for inputting video sets at an inlet of the cold storage plant and in the cold storage plant; an image decomposition module which is used for splitting a single video in the video set into a stationary component and a moving component and forming a spatial stream and a time stream respectively; and a convolution neural network which is used for determining whether there are target storage objects or not and the types of the target storage objects according to the spatial stream, and determining whether there are the target storage objects stored in or taken out of the cold storage plant or not according to the time stream. The system achieves the automatic recognition and counting of the target storage objects in the cold storage plant, the types of the target storage objects and the changes of the number of each type of target storage objects through the independent spatial stream and time stream in the video sets and the convolution neural network. The using mode of a conventional cold storage plant does not need to be changed. The system achieves the intelligent and automatic counting and interaction functions, is high in management precision, is accurate in statistic data, and is good in use flexibility.

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 cold storage industry, the statistics of stored items, such as medicines or experimental preparations, need special personnel to be responsible, and the cost is r...

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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