Self-service vending container based on image recognition

Abstract

The invention relates to a self-service vending container based on image recognition. The self-service vending container based on image recognition is used for providing a self-service commodity saleservice for users and comprises a container body, a container door, an image recognition module, a background cloud server, a cloud training platform, a handheld terminal, a network module and a remote monitoring end, wherein multiple layers of shelves for placing commodities are arranged in the container body, each shelf layer is provided with a gravity sensing module, an image acquisition moduleis arranged over each shelf layer, the image acquisition module is connected with the image recognition module, the background cloud server is respectively connected with the gravity sensing module and the image recognition module through a network, the image recognition module is in network connection with the cloud training platform, and the cloud training platform is provided with a recognition model library. Compared with the prior art, the self-service vending container based on image recognition has the advantages of high commodity recognition rate, high commodity application range, andso on.

Description

technical field [0001] The invention relates to an unmanned vending cabinet, in particular to an unmanned vending cabinet based on image recognition. Background technique [0002] Driven by the new retail trend in recent years, the unmanned cabinet identification system has been widely used. It can not only ensure the safety of goods, but also meet the needs of the community. However, the current unmanned container is limited by the shape and size of the unmanned container, so the types of products it can sell are limited. The technology of using image recognition to realize commodity sales in the existing unmanned containers has become a major research hotspot. However, the current open-door unmanned containers based on image recognition technology have the following problems: 1. The products are placed in the extreme corners of the vending cabinets It is very easy to cause identification errors; 2. The identification of goods is limited and there are few types; 3. For som...

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Problems solved by technology

The technology of using image recognition to realize commodity sales in the existing unmanned containers has become a major research hotspot. However, the current open-door unmanned containers based on image recognition technology have the following problems: 1. The products are placed in the extreme corners of the vending cabinets It is very easy to cause identification errors; 2. The identification of goods is limited and there are few types; 3. For some unmanned containers of refrigerated goods, due to the temperature difference affecting the quality of camera collection, the goods cannot be accurately identified; 4. The function of unmanned containers Single sex, poor profitability

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