• Powerful Performance Driven by Raspberry Pi CM5: Equipped with Broadcom BCM2711 quad-core Cortex-A72 (ARM v8) 64-bit SoC running at 1.5GHz, it supports up to 16GB RAM, ensuring smooth multitasking and efficient data processing for AI and NVR workloads.
• Robust Heat Dissipation: High-efficiency fanless cooling design is optimized to dissipate the heat generated by heavy AI computing tasks, enabling stable operation within a wide operating temperature range of -20°C to 50°C.
• Industrial-Grade Reliability: Integrated with high-accuracy RTC and hardware watchdog; supports optional UPS supercapacitor, TPM/ATECC608A security module. Boasts an IP40-rated aluminum alloy enclosure for enhanced protection against dust and mechanical damage. Compatible with DIN-rail and wall mounting for flexible installation. Guaranteed production support until at least January 2036.
• AI-Optimized Computing: Features a standard Hailo-8 AI accelerator delivering up to 26 TOPS, enabling low-latency, high-performance real-time AI vision processing across multiple camera channels.
• Rich Industrial Connectivity: 2x RS485, 1x RS232, 4x DI/4x DO (all isolated), 1x CAN FD;4x 1000M Ethernet ports (supporting PoE PSE, 12W max per port) + 1x additional 1000M Ethernet port, ideal for multi-camera NVR deployment with direct power supply;2x HDMI 2.0, 4x Type-A USB3.0, 1x 3.5mm Audio Jack;1x Nano SIM card slot for cellular network access.
• Versatile Wireless Connectivity: On-chip Wi-Fi and BLE for basic wireless communication;Mini-PCIe slot for expansion of LTE, LoRa®, Zigbee modules;M.2 B-Key slot for 4G/5G modules to meet diverse wireless connectivity needs.

Seeed Studio Tutorial of Al Kit with Raspberry Pi: From Zero to Hero

This course is designed to teach you how to harness the power of AI on the Raspberry Pi, with a focus on using an AI kit to perform computer vision tasks. You'll learn how to integrate AI into real-world IoT applications, from object detection and image classification to more complex visual recognition tasks.

We will guide you step-by-step through setting up your Raspberry Pi, using AI frameworks, and deploying these models in various practical scenarios.

Equipped with advanced AI capabilities including object detection, recognition, tracking, OCR, and abnormal event detection with real-time alert triggers, this industrial-grade AI-powered NVR delivers exceptional performance for edge computing scenarios even in resource-constrained environments.

• Manufacturing & Industrial Automation

Leveraging rich industrial interfaces (2x RS485, 1x RS232, 4x DI/4x DO, 1x CAN FD), it seamlessly integrates with various sensors, PLCs, and industrial machinery, enabling efficient process monitoring and automated control. Supporting multiple industrial communication protocols, it facilitates real-time data acquisition and remote equipment management, paving the way for smarter, more efficient factory operations.

• AI-Powered Video Analytics & Surveillance

As a dedicated AI-NVR, it excels in real-time multi-channel video analytics—covering anomaly detection, object identification, crowd density monitoring, and behavior analysis. With 4x PoE PSE Gigabit Ethernet ports (12W max per port), it directly powers and connects IP cameras, delivering instant alerts for security incidents and significantly improving situational awareness and response efficiency.

• Smart Transportation

Serves as an edge AI gateway to process visual data from multi-channel cameras and sensors in real time. Enables intelligent traffic flow analysis, vehicle identification, and smart parking management. Its industrial-grade stability (-20°C to 50°C operating temperature) and rich connectivity ensure reliable operation in outdoor and roadside environments, enhancing overall transportation monitoring capabilities.

• Smart Building

Integrates with building sensors and IoT devices to monitor and optimize core systems such as lighting, HVAC, and access control. Utilizes AI algorithms for energy consumption optimization, predictive maintenance of equipment, and occupant comfort adjustment. The DIN-rail and wall-mounting design supports flexible deployment in building control cabinets, streamlining building management workflows.

• Smart Retail

Powers innovative retail solutions with AI-driven visual analytics: real-time product recognition, customer flow statistics, and shopper behavior analysis. Enables personalized in-store promotions and optimized shelf layout planning. Its multi-interface expansion capability supports seamless integration with POS systems and digital signage, boosting overall store operational efficiency.