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Not long ago, we discussed the alternative models of unmanned vending machines in vending machines. At that time, we discussed the advantages and disadvantages of the way of product identification, weighing identification, Rfid identification, and visual identification (Visual Identity). With the continuous improvement of technology, the narrow range of weighing recognition and the high-cost Rfid recognition in the later use are gradually eliminated, and visual recognition will be the mainstream method. Visual Identity is divided into static recognition and dynamic recognition. The unmanned vending container with static identification technology was put into use at the beginning of 2019. Its working principle is that there is a wide-angle surveillance camera on the top of each layer of goods, which can look down and monitor each product on this layer, and take pictures and upload them to the back-end server according to the time node. After the customer takes the merchandise, the merchandise in the photos seen by the monitoring will definitely change, and it can identify which merchandise the customer has taken and automatically settle the payment. This solution requires that a surveillance camera must be installed on the top of each shelf. For example, if a conventional unmanned vending cabinet has 5 shelves, 5 surveillance cameras need to be installed. The hardware cost is relatively high. Is there an alternative solution? So dynamic recognition technology appeared. Dynamic recognition technology is different from static recognition. From the name, we can feel that it does not recognize fixed photos, but recognizes real-time video streams. This kind of unmanned vending container only has a surveillance camera on the top, which uploads the video in real time, and the back-end server analyzes the video in real time to track the operation trend of the customer, and identify which products the customer has taken to realize automatic settlement. Compared with static identification, dynamic identification technology can reduce 4-5 camera components, greatly reducing hardware costs, and is also conducive to the popularization of unmanned vending containers.
If you have a commercial vending machine business, be sure to choose a from Haloo Automation Equipment Co., Ltd. After all, you need quality equipment in order to provide your customers with quality service.
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