Camera application of unmanned retail cabinet

Real-time monitoring of product status: The camera captures the placement of products inside retail cabinet 24 hours a day without interruption. Once it detects signs of product displacement, falling, or abnormal disturbance, it immediately sends an alarm to the backend system. For example, if a customer accidentally knocks over a product and does not return it to its original position, the staff can be promptly notified and arrange for tid up; if someone attempts to break into the cabinet door to steal products, the system quickly links to security measures to ensure the safety of the merchant's property.

Ident theft behavior: Using intelligent image recognition technology, the camera can accurately capture the customer's actions and quantity of taking products, and compare them with the settlement information. If customer takes a product out of the cabinet without paying, the camera records the face and the entire behavior process, and transmits the data to the backend for subsequent, effectively deterring theft behavior and reducing the risk of loss for the merchant.

Traffic statistics and heat map drawing: The camera counts the foot traffic front of the retail cabinet, analyzes the customer flow density at different times and different areas, and draws a heat map. Merchants can use this to understand the hot in the store, arrange the layout of the retail cabinet reasonably, and improve the product exposure; they can also arrange the operation work such as restocking and equipment maintenanceibly according to the peak and off-peak hours of customer flow, and improve the operation efficiency.

Insight into consumer preferences: By continuously monitoring the customer's dwell and product selection actions in front of the retail cabinet, the camera assists in analyzing the customer's attention and purchase tendency to different categories and brands of products. For example if a certain drink area has frequent customer stops but a low purchase conversion rate, the merchant can adjust the price and promotion strategy specifically, optimize the product portfolio, better consumer needs, and promote sales growth.

Remote device operation and maintenance: For unmanned retail cabinets distributed in various places, the camera allows operation and maintenance to remotely view the operation status of the equipment, such as whether the cabinet door opening and closing is smooth, whether the display screen displays normally, and whether there is any abnormality in the refrigeration and heating system (by observing the frost or condensation on the surface of the cabinet). Once a fault is detected, personnel are dispatched for maintenance, reducing equipment downtime and ensuring normal operation.

Intelligent restocking reminder: The camera combines the shelf depth visual technology to monitor the inventory level of various in real time. When the inventory is lower than the preset threshold, it automatically triggers a restocking reminder to the supply chain system. At the same time, based the past sales data and the current product consumption rate, it predicts the subsequent restocking quantity, precisely plans the logistics distribution, avoids stockouts or inventory backlog, andizes the supply chain management.

Merchants must strictly follow the laws and regulations, clearly inform customers of the purpose and scope of the camera's use, properly store and data, and effectively protect customer privacy rights.