Freezer commodity information recognition method, system and device based on image recognition

Abstract

The invention discloses a freezer commodity information recognition method, system and device based on image recognition. The method comprises the steps that shooting and processing are performed on commodities in a freezer to obtain a training image set; the training image set is input into a training machine for mode training, and a recognition engine with image recognition capability is obtained; images of the commodities in the freezer are collected and preprocessed, and freezer commodity images are obtained; the freezer commodity images are input into the recognition engine for recognition processing, and recognition results are obtained; and data monitoring and data statistical analysis are performed according to the recognition results. According to the freezer commodity informationrecognition method, system and device, shooting is performed on the commodities in the freezer to obtain the training image set, the recognition engine with the image recognition capability is obtained through training according to the training image set, therefore, automatic recognition and statistical analysis can be performed on the freezer commodity images through the recognition engine, recognition speed and accuracy are greatly improved, subsequent data statistical analysis and decision are benefited, and working efficiency is improved. The freezer commodity information recognition method, system and device can be widely applied to freezers.

Description

technical field [0001] The present invention relates to the technical field of image recognition, in particular to a method, system and device for identifying refrigerator product information based on image recognition. Background technique [0002] In the cost expenditure of fast-moving consumer goods companies, the expenditure on freezers or refrigeration equipment accounts for a large part. The existing channels include traditional scenes such as supermarkets and grocery stores, as well as places such as cafes and gas stations. Channel supervision is difficult to take care of; freezers Out of stock is often caused by problems in the upstream supply chain or inventory. [0003] Brand owners want to know the construction status of their beverage products in major freezer channels, and need to arrange special sales representatives or relevant staff to conduct data statistics in front of the freezer, that is, to manually count the placement of products on the relevant freezer...

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Problems solved by technology

But this needs to spend a lot of manpower in the nuclear timing, and the work efficiency is low

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