Automatic checkout system, method for controlling automatic checkout system and storage medium storing instructions to perform method for controlling automatic checkout system

Abstract

There is provided a device for controlling an automatic checkout system. The device comprises a storage medium configured to store a product detection model trained based on training images in which parameters of a plurality of sample images are manipulated and one or more commands; and a processor configured to execute the one or more commands stored in the storage medium, wherein the instructions, when executed by the processor, cause the processor to: sequentially load a plurality of frame images, input the plurality of loaded frame images into the product detection model, detect at least one product from each of the plurality of frame images, track at least one product detected in each frame image, and count at least one product detected based on a tracking result.