Multi-Sensing Technology - The Way for Survival of Unmanned Containers in New Retail
Since the concept of new retail has been put forward until now, the form of the product that has been on the ground has been continuously changing, but its core is still the intelligent sales system based on artificial intelligence, big data, cloud computing and other technologies. That is to say, that is, to take, that is, to go, the shopping process can be completed in 3 seconds, for many users, like taking items from their own refrigerator, is a revolutionary and comfortable shopping experience. Not only that, the unmanned intelligent sales counters support the sale of multi-category products, and it is even more surprising to practitioners in this field.
The reason that unmanned smart containers can achieve such a simple, fast, and efficient shopping experience cannot be separated from the support of core sensor identification technologies. The current mainstream recognition technologies in the industry are as follows:
Technology 1: RFID Radio Frequency Identification Communication Technology
RFID is an electronic tag attached to each item. When a user purchases a product, the sensor identifies the electronic tag on the item and settles it. It can be foreseen that the use of electronic tag-based RFID technology has a fatal flaw: when the tag is damaged or removed by the user, the user can obtain the goods for free. At the same time, affixing an electronic tag to each product will consume a huge labor cost.
Technology II: Vision Sensor Technology
Based on the visual sensor's visual recognition technology, it can identify the action of taking or returning the goods. The drawback of this technique is that the user's calculation speed of the recognition system is obviously slower and may even make mistakes when shopping. At the same time, this technology imposes stricter restrictions on the size, placement, height, and lighting conditions of products, and the categories of supporting products are also limited.
Technology III: Gravity Sensor Technology
According to 羿b's design, gravity sensor technology senses the behavior of the goods being removed or replaced by sensors sensing the weight changes on the shelves. Due to the high sensitivity of the sensor to the sensor, the device requires frequent calibration and maintenance; when faced with goods of similar weight, accurate recognition cannot be achieved.
It can be found that the single technology solutions on the market can not meet the retailer's demand for new retail. Multi-sensor integrated unmanned intelligent sales counters have shown irreplaceable advantages in recognition accuracy, product category support, and visual learning algorithms. The gravity + visual AI recognition technology perfectly solves the technical defects of a single sensor solution and the product identification accuracy rate is as high as 99.99%.
This year, the new retail industry once again showed the thriving development of all things, and whoever can win the top spot, core technology will become a decisive factor. The development of technology will inevitably bring about innovation in the new retail industry. In the future, more and more product categories such as snacks, fresh produce, office supplies, daily necessities, and pharmaceuticals can rely on the development of unmanned smart containers to reach more user groups. And, compared with traditional retail sales, the reduction in operating costs will inevitably lead to new retail sales that have not been adequately developed once again usher in an outbreak.
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