Why RK3588 for Smart Retail?
The RK3588 is a flagship processor featuring a 4x Cortex-A76 + 4x Cortex-A55, high-performance GPU, and a built-in 6 TOPS NPU capable of real-time AI inference. It supports 8K video decoding and has exceptional multimedia performance—ideal for computer vision tasks. Moreover, BLIIoT RK3588-based embedded computer is equipped with a wide range of I/O interfaces (USB, HDMI, GPIO, RS485, CAN, Ethernet, DI, DO, AI, AO, etc.), giving system integrators and developers the flexibility to customize hardware connections according to different retail scenarios.
Application Scenarios in Smart Retail
1. People Counting & Traffic Flow AnalysisMounted cameras connected to the RK3588 system analyze foot traffic in real time. The edge AI detects and tracks individuals entering or moving within the store, generating accurate visitor flow data segmented by time and location.
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2. Heatmap & Hot Zone Detection
By tracking customer movement patterns and dwell times, the system generates intuitive heatmaps that highlight popular zones and underperforming areas.
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3. Product Recognition
With object recognition models running on-device, the system can identify various SKUs placed on shelves or at checkout counters. This supports applications such as automated inventory management or customer-product interaction tracking.
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4. Payment Behavior Analysis
The RK3588 system can analyze customer gestures and activities during checkout. It distinguishes between payment methods (QR code, card tap, cash) and flags unusual or risky behavior.
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The RK3588-based embedded computer from Beilai offers a powerful, flexible, and cost-effective platform for smart retail transformation. From customer behavior analytics to checkout automation, our solution brings real-time AI intelligence to the edge, helping retailers stay competitive in the digital age.
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