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Unmanned container mixed placement detection method, device and equipment, and readable storage medium

A detection method and container technology, applied in the direction of processing coins or valuable banknotes, instruments, etc., can solve the problems of inaccurate identification and settlement of items, identification of items mixed by users, etc., so as to avoid mixing items and improve accuracy. Effect

Active Publication Date: 2021-02-02
BEIJING JINGDONG QIANSHITECHNOLOGY CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0005] The present disclosure provides a method, device, equipment and readable storage medium for detecting mixed storage of unmanned containers, which are used to solve the problem that existing unmanned containers cannot identify items mixed by users, resulting in accurate subsequent item identification and settlement. low technical issues

Method used

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  • Unmanned container mixed placement detection method, device and equipment, and readable storage medium
  • Unmanned container mixed placement detection method, device and equipment, and readable storage medium
  • Unmanned container mixed placement detection method, device and equipment, and readable storage medium

Examples

Experimental program
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Embodiment 1

[0041] figure 2 The schematic flow chart of the unmanned container mixed storage detection method provided by the first embodiment of the present disclosure, as shown in figure 2 As shown, the method includes:

[0042]Step 101. When it is detected that the door of the unmanned container is closed, obtain the data to be processed corresponding to each weighing pan when the unmanned container is closed, wherein the data to be processed includes the weight information detected by each weighing pan And the item information stored on each weighing pan.

[0043] The executor of this embodiment is the unmanned container mixed storage detection device, and the unmanned container mixed storage detection device can be coupled to the server. The unmanned container mixed storage detection device can communicate with the unmanned container, so as to be able to exchange information with the unmanned container.

[0044] In practical applications, multiple weighing pans may be set in the...

Embodiment 2

[0058] image 3 The schematic flow chart of the unmanned container mixed detection method provided in the second embodiment of the present disclosure, on the basis of the first embodiment, as image 3 As shown, before step 102, it also includes:

[0059] Step 201. Obtain the retrieved item information recorded in the item list.

[0060] Step 202 , according to the data to be processed, determine the stored item information stored on the weighing pan whose current weight has changed.

[0061] Step 203 : According to the retrieved item information and the stored item information, select a preset first layout detection model or a second layout detection model to calculate the current first item layout information of the unmanned container.

[0062] In practical applications, when the weights of items placed on different weighing pans are different, the first item layout can be accurately determined according to the weight information detected by each weighing pan when the unman...

Embodiment 3

[0119] Further, when the detection result cannot be obtained accurately by using the first layout detection model and the second layout detection model, the preset third layout detection model can be used to calculate the layout information of the first item, on the basis of the first embodiment , after step 204, also includes:

[0120] If neither the first layout detection model nor the second layout detection model outputs the first item layout information beyond the preset time threshold, or, the first layout detection model output by the first layout detection model or the second layout detection model If the item layout information does not satisfy the preset condition, the current first item layout information of the unmanned container is calculated by using a preset third layout detection model.

[0121] In practical applications, since the first layout detection model and the second layout detection model have fewer parameters and the models are relatively simple, the ...

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Abstract

The invention provides an unmanned container mixed placement detection method, device and equipment, and a readable storage medium. The method comprises the following steps: obtaining to-be-processeddata corresponding to each scale pan when a cabinet door of an unmanned container is detected to be closed, wherein the to-be-processed data comprises weight information detected by each scale pan andinformation of articles stored on each scale pan; inputting the to-be-processed data into a preset layout detection model, and obtaining current first article layout information of the unmanned container; calculating a mixing index corresponding to the unmanned container according to the first article layout information and pre-stored second article layout information before the door is closed; and processing the unmanned container according to the mixing index. By processing the unmanned container according to the disordered placement index, the phenomenon of mixed placement of articles in the unmanned container can be effectively avoided, and then the accuracy of subsequent article identification and settlement of the unmanned container can be improved.

Description

technical field [0001] The present disclosure relates to the field of artificial intelligence, and in particular to a method, device, equipment and readable storage medium for detecting mixed storage of unmanned containers. Background technique [0002] With the development of science and technology, in order to save human resources, more and more unmanned containers have entered the lives of users. A variety of items are placed in the unmanned container, and the items taken out by the user are identified and settled through the preset gravity assistance, image recognition device and other auxiliary modules in the unmanned container. [0003] In practical applications, after the user takes out the items from the unmanned container, the item currently taken out by the user can be determined according to the reduced weight of the unmanned container and the recognition result of the image recognition device, and operations such as settlement can be performed. [0004] However,...

Claims

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Application Information

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IPC IPC(8): G07F9/02
CPCG07F9/026
Inventor 齐小飞
Owner BEIJING JINGDONG QIANSHITECHNOLOGY CO LTD