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Commodity warehouse-in and warehouse-out management system and method applied to individual vendors

A management system and management method technology, applied in the direction of data processing applications, neural learning methods, special scales, etc., can solve the problems of unsuitable mobile vendors, no motion communication function, and inconvenient commodity management system, so as to improve efficiency and reduce burden effect

Inactive Publication Date: 2021-05-14
HARBIN INST OF TECH
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] The present invention is to solve the problems that the existing commodity management system is not portable, has no motion communication function, and is not suitable for use by mobile vendors, and now provides a commodity entry and exit management system and method for individual vendors

Method used

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  • Commodity warehouse-in and warehouse-out management system and method applied to individual vendors
  • Commodity warehouse-in and warehouse-out management system and method applied to individual vendors
  • Commodity warehouse-in and warehouse-out management system and method applied to individual vendors

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specific Embodiment approach 1

[0020] Specific implementation mode one: refer to figure 1 This embodiment will be described in detail. A merchandise in-out warehouse management system applied to individual vendors described in this embodiment includes: a hardware acquisition system and a cloud server.

[0021] The hardware acquisition system is based on the STM32 development board, which is embedded with an acquisition unit for collecting commodity images, which is used to filter the commodity images, and then send the filtered commodity images to the preprocessing unit of the recognition unit, which is used to process the commodity images. Recognize, and perform non-maximum value suppression on the recognition result, obtain the recognition unit of the type and quantity of the product, and the display unit for displaying the type and quantity of the product. The acquisition unit is a camera, the recognition unit is a main control chip, and the display unit is a touch screen. Also includes a WIFI module fo...

specific Embodiment approach 2

[0034] Specific implementation mode two: refer to Figure 4 Specifically explaining this embodiment, a method for managing goods in and out of warehouses applied to individual vendors described in this embodiment includes the following steps:

[0035] Collect product images and product weights.

[0036] Perform filtering preprocessing on the commodity image to obtain the preprocessed commodity image.

[0037] The preprocessed commodity image is sent to a convolutional neural network trained by the YOLO algorithm for recognition, and the convolutional neural network is a Darknet-53 network.

[0038] Non-maximum suppression is performed on the recognition result to obtain the type and quantity of the product in the product image.

[0039] Enter the weight, type and quantity of the goods into the MySQL database for storage.

[0040] Display the weight, type and quantity of the goods through the mobile phone.

[0041] In this embodiment, a WeChat applet is embedded in the mobi...

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Abstract

The invention discloses a commodity warehouse-in and warehouse-out management system and method applied to individual vendors, and relates to the technical field of Internet of Things and artificial intelligence. The invention aims to solve the problems that an existing commodity management system is not portable, does not have a motion communication function and is not suitable for mobile vendors to use. According to the commodity warehouse-in and warehouse-out management system and method applied to the individual vendor, bar codes in a general shopping mall are not needed for statistics, commodity images are used for recording, warehouse-in and settlement of shared commodities can be achieved instead of manual work, meanwhile, a transaction result of one day can be inquired by using a WeChat applet, and the commodity warehouse-in and warehouse-out management system and method applied to the individual vendor are convenient to use. In this way, the burden of a person who places a stall is relieved, and the working efficiency is improved.

Description

technical field [0001] The invention belongs to the technical fields of Internet of Things and artificial intelligence. Background technique [0002] At present, the goods in and out of the warehouse for mobile vendors often rely on manual bookkeeping. During the peak passenger flow, the operator is inevitably at a loss and unable to manually record the sales situation, which makes it impossible for the vendors to make statistics on the sales situation of the day. , affecting the further decision-making of the merchant. Most of the existing commodity management systems are used in supermarkets or unmanned vending machines, and these commodity management systems are not portable and do not have the function of cloud communication. management needs. [0003] At the same time, because most of the goods sold by mobile vendors are low-priced commodities, the traditional commodity management system is too expensive and difficult to apply. Moreover, the existing commodity manage...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06Q10/08G06F16/953G06N3/04G06N3/08G06T5/00G06K9/32G06K9/34G06K9/62G01G19/00
CPCG06Q10/087G06F16/953G06N3/04G06N3/08G01G19/00G06V10/25G06V10/267G06F18/2415G06T5/70
Inventor 张亚男吴芝路包涵张言望周文杰
Owner HARBIN INST OF TECH