The invention relates to the technical field of vending
machine inventory management, in particular to a vending
machine automatic
inventory management method based on image recognition, and the method comprises the steps: collecting internal and external images of a vending
machine in real time, extracting the internal images of the vending machine, recognizing and analyzing the types of commodities, and generating a commodity
display list; extracting a selling number evaluation index and a selling speed evaluation index of various types of commodities corresponding to each monitoring time point, calculating a first selling evaluation value, extracting an
external image of the vending machine, identifying and analyzing
consumer behaviors, calculating a ratio of a new consumption value, an old consumption value and a target consumption number, determining a second selling evaluation value, and calculating a selling speed evaluation value; the first sales evaluation value and the second sales evaluation value are combined and calculated through normalization
processing to obtain the total sales evaluation value of various commodities, the change trend of the total sales evaluation value is analyzed, the sales trend value of various commodities is determined, and
inventory management parameters are adjusted accordingly, so that the real-time monitoring of the commodity inventory state is realized, and the commodity inventory
management efficiency is improved. The operation efficiency and the profitability of the vending machine are improved.