A shopping process control method, device and user terminal
A process control and user technology, applied in the field of image recognition, can solve the problems of inaccurate recognition, long settlement time, poor user experience, etc., to reduce labor costs, simplify the shopping process, and improve efficiency.
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Embodiment 1
[0068] refer to figure 2 , the first embodiment of the present invention provides a shopping process control method, including:
[0069] Step S100, receiving a shopping instruction, and opening the shopping compartment of the vending machine according to the shopping instruction;
[0070] As mentioned above, the shopping process control method provided by this embodiment can be applied to an open shopping environment, such as shopping malls, supermarkets and other places, that is, unattended, and users can freely pick up goods. In this embodiment, it can be an open vending machine. After the user starts shopping, the door of the vending machine is opened, and the user directly takes the goods inside, and the vending machine monitors the user's shopping through the image acquisition device. Behaviors and purchased items are identified and counted to realize the final settlement of the user's purchased items.
[0071] As mentioned above, the shopping instruction can be genera...
Embodiment 2
[0089] refer to image 3 , the second embodiment of the present invention provides a shopping process control method, based on the above figure 2 In the first embodiment shown, in the step S300, "according to the shopping action start instruction, identify the user's shopping action, and generate prompt information according to the identified shopping action, so as to facilitate the The prompt information "prompts the user" includes:
[0090] Step S310, collecting the shopping behavior image of the user according to the shopping action start instruction;
[0091] As mentioned above, the shopping behavior image may be a plurality of single-frame static pictures, static pictures with a certain time sequence, or may be a video file or a dynamic picture file. In this embodiment, it is dynamic video data.
[0092] Step S320, extracting an initial key frame in the shopping behavior image, identifying the initial key frame, and confirming the user's upper limb outline in the init...
Embodiment 3
[0104] refer to Figure 4 , the third embodiment of the present invention provides a shopping process control method, based on the above image 3 In the second embodiment shown, in the step S340, "based on the three-dimensional coordinates of the joint points of the upper limbs, identify the shopping behavior of the user, and generate prompt information according to the identified shopping behavior, In order to prompt the user according to the prompt information", including:
[0105] Step S341, taking the coordinates of the left and right elbow joints, the coordinates of the left and right hands, and the coordinates of the left and right shoulders in the three-dimensional coordinates of the joint points of the upper limbs as key points;
[0106] As mentioned above, the three-dimensional coordinates of upper limb joint points may include, but not limited to, left and right elbow coordinates, left and right hand coordinates, left and right shoulder coordinates, central axis coo...
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