Self-help money collecting method and system
A commodity and commodity image technology, applied in the field of cash register, can solve problems such as inability to cope, self-service settlement machines cannot meet the needs of efficient and convenient commodity settlement, and achieve the effect of improving speed and accuracy, improving cash register efficiency and avoiding congestion.
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Embodiment 1
[0051] figure 1 It is a flow chart of the self-service cash register method provided in Embodiment 1 of the present invention.
[0052] refer to figure 1 , the self-service cash register method mainly includes the following steps:
[0053]Starting step S110: generating a recognition instruction by starting a shopping operation.
[0054] Specifically, after the customer has purchased the product, he places the product in a limited identification area, and generates an identification instruction by starting a shopping operation on the shopping interface.
[0055] Acquisition step S120 : according to the recognition instruction, image acquisition is performed on the purchased commodities in the recognition area to obtain images of the purchased commodities.
[0056] Specifically, an image acquisition device, such as a camera, is provided to match the recognition area; the camera takes pictures of the purchased products in the recognition area according to the recognition instr...
Embodiment 2
[0067] figure 2 It is a flow chart of the recognition method provided by Embodiment 2 of the present invention.
[0068] refer to figure 2 , this embodiment further describes the identification step in the previous embodiment, which includes:
[0069] Step S210, using deep learning technology to process historical commodity images to establish a commodity model;
[0070] Step S220, using the recognition engine to perform image recognition on the image of the selected product according to the product model to obtain product identity information.
[0071] Specifically, the image recognition service includes a recognition engine and a commodity model to be recognized. Use deep learning technology to process the historical commodity images collected in the early stage to establish a commodity model; the recognition engine loads the commodity model, and calculates the purchased commodity images captured by the camera, and finally recognizes the commodity identity information i...
Embodiment 3
[0074] image 3 It is a schematic structural diagram of the self-service cash register integrated machine provided by Embodiment 3 of the present invention.
[0075] This embodiment provides an all-in-one self-service cash register, on which the self-service cash register method in the foregoing embodiments is implemented.
[0076] refer to image 3 , the self-service cash register all-in-one machine is composed of software and hardware, mainly including the following parts.
[0077] The identification area 101 is a fixed part on the integrated machine, and defines the placement area of the purchased goods to be settled through the concave design. The camera 102 is set on the all-in-one machine, and its shooting range completely covers the identification area 101, and is used to collect images of purchased commodities. The image recognition service 103 includes a recognition engine and a product model, and combines the recognition engine and the product model to identify ...
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