Description
reComputer AI R2140-12 – Edge AI Computer 16GB RAM with Hailo-8
The reComputer AI R2140-12 is a powerful edge AI computer built on the latest Raspberry Pi 5 platform.
It comes with 16GB RAM and a built-in Hailo-8 AI Acceleration Stick, delivering up to 26 TOPS of AI performance.
Designed for tasks like video analytics, machine vision, and intelligent automation, it offers fast processing and reliable performance in a compact design.
Many users pair the R2140-12 with Raspberry Pi cameras, storage, accessories, power supplies, and HAT modules for rapid prototyping.
Hardware Overview
Features
High-Speed AI Processing
Equipped with a quad-core Cortex-A76 CPU and Hailo-8 AI accelerator, the reComputer AI R2140-12 handles complex AI workloads efficiently, making it ideal for real-time applications.
Flexible Connectivity
With dual 4K HDMI outputs, Gigabit Ethernet, USB 3.0 & 2.0 ports, dual-band Wi-Fi, and Bluetooth 5.0, the system connects easily to cameras, displays, and networks for versatile use.
Expandable Storage & AI Support
Supports M.2 NVMe SSD and M.2 AI accelerator modules, giving flexibility for storage expansion and additional AI capabilities based on your needs.
Compact & Durable Design
Designed for industrial or home use, it features active cooling and a robust build that ensures stability in various environments. Simple to deploy, it is perfect for developers and engineers building intelligent edge devices.
Benchmark Comparison: R2140-12 vs Other Edge AI PCs
| Model | CPU / RAM | AI Capability | Ideal Use Case | Key Strength |
|---|---|---|---|---|
| reComputer AI R2140-12 (This Product) | 16GB RAM | Strong CPU performance for analytics + lightweight AI | Vision systems, smart kiosks, high-speed data processing | Best balance of speed + stability |
| Jetson Orin Nano PC | 8GB LPDDR5 | Up to 40 TOPS | Robotics, real-time detection | Best for AI-heavy tasks |
| Raspberry Pi 5 Edge Setup | 4–8GB RAM | Software-only AI acceleration | Education, DIY, light CV | Best for makers and affordable builds |
| Standard Mini PC (x86) | 8–16GB | No native AI acceleration | Office apps, simple I/O | General computing only |
Application
- Surveillance & Security
- Smart Retail
- Smart Transportation
- Digital Signage & Audience Engagement
- Smart Building
AI Camera Systems
The R2140-12 is well suited for multi-camera AI workloads, thanks to its strong CPU performance and 16GB RAM. It can handle:
- Real-time object detection and tracking
- Edge surveillance with on-device analytics
- License plate recognition (ANPR)
- Smart CCTV setups for offices, factories, or retail
- Video stream processing for automation or safety alerts
Smart Retail Kiosks
Retail environments benefit from edge computing that’s fast, stable, and secure. The R2140-12 fits perfectly into:
- Interactive kiosks and digital signboards
- Customer-behavior analytics (heat maps, footfall counting)
- Touchscreen check-out or self-order systems
- Shelf monitoring and product availability tracking
- In-store AI solutions that run without relying on cloud connectivity
Reviews
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