Raspberry Pi CM5 Edge Controller with 26 TOPS NPU AI Computing Power

WELCOME TO OUR BLOG

We're sharing knowledge in the areas which fascinate us the most
click

Raspberry Pi CM5 Edge Controller: Expands 26 TOPS NPU AI Computing Power

By Jerry Chen November 4th, 2025 374 views

As industrial automation and edge intelligence continue to converge, the BL460 series edge controller from BLIIOT emerges as a powerful solution built on the Raspberry Pi CM5 architecture. With robust industrial-grade design and flexible expansion capabilities, the BL460 is ideal for next-generation smart gateways and control platforms. When paired with an M.2 AI acceleration module, it delivers up to 26Tops of AI computing power—empowering real-time edge intelligence across diverse applications.


Core Architecture: Raspberry Pi CM5 BCM2712 Processor 

At the heart of the BL460 is the Broadcom BCM2712 quad-core Cortex-A76 processor, clocked at 2.4GHz. It integrates the VideoCore VII GPU, supporting OpenGL ES 3.1, Vulkan 1.2, and 4K@60fps video decoding. Fully compatible with the Raspberry Pi ecosystem, the BL460 supports Raspberry Pi OS, Docker, Node-Red, Qt, and other mainstream development environments—offering developers a familiar and efficient platform for industrial innovation.


AI Acceleration: Up to 26Tops via M.2 NPU Module

Through its M.2 interface, the BL460 can integrate high-performance AI acceleration modules (such as those based on Hailo, Google Coral, or domestic NPU solutions), achieving up to 26Tops of edge AI inference power. This level of performance enables complex tasks like image recognition, video analytics, predictive maintenance, and intelligent quality inspection—especially in latency-sensitive, compute-intensive industrial scenarios.


Industrial-Grade Design: Reliable, Scalable, and Versatile

The BL460 supports 1–3 Ethernet ports, 2×USB 3.0, HDMI 2.1, Mini PCIe, M.2 SSD, SIM card slot, and more. It offers DIN-rail and wall-mounting options and operates reliably in -20°C to +85°C environments. Its modular design allows users to mix and match SOM boards (up to 64GB eMMC + 16GB LPDDR4X) and X/Y series IO boards to meet diverse industrial interface needs—such as RS485, RS232, DI/DO, AI/AO, CAN, PWM, and more.


Application Scenarios: From Smart Manufacturing to Edge AI

The BL460 is well-suited for a wide range of applications, including:

  • Smart manufacturing and industrial automation

  • AGV and industrial robot control

  • Energy management and storage systems

  • Intelligent transportation and rail monitoring

  • Medical devices such as blood analyzers

  • EV charging stations and remote maintenance

  • Edge AI video analytics and security monitoring


Software Ecosystem: Integrated Protocol Conversion and Remote Management

The BL460 comes preloaded with BLIoTLink for protocol conversion (supporting Modbus, PLC, MQTT, OPC UA, etc.) and seamless integration with AWS IoT, IgnitionSCADA, Alibaba Cloud, Huawei Cloud, and more. It also includes BLRAT for remote access and QuickConfig for streamlined deployment and configuration—making it a complete edge intelligence solution.

Industrial-Grade ARM Platform: Continuous 24-Hour Operation Without Crashes
Previous
Industrial-Grade ARM Platform: Continuous 24-Hour Operation Without Crashes
Read More
Raspberry Pi CM5 (BCM2712) vs. RK3588: From Open-Source Ecosystem to AI Computing Power
Next
Raspberry Pi CM5 (BCM2712) vs. RK3588: From Open-Source Ecosystem to AI Computing Power
Read More
We use Cookie to improve your online experience. By continuing browsing this website, we assume you agree our use of Cookie.