Product details
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
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
