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reComputer:
Edge AI & Robotics
Accelerating robotics and industrial AI from inference to full-stack autonomy with professional hardware and ready-to-deploy kits.
Professional Robotics Hardware Configurator
Access a comprehensive selection of enterprise-grade modules and accessories. Mix and match I/O interfaces and computing power to meet your project's specific environmental and processing demands.
Seeed Studio reComputer Super J4012 - Advanced Edge AI Computer with NVIDIA® Jetson™ Orin™ NX 16GB
Seeed Studio reComputer Super J4011 - Advanced Edge AI Computer with NVIDIA® Jetson™ Orin™ NX 8GB
Seeed Studio reComputer Industrial R2246-12 Raspberry Pi CM5 Hailo-8 Edge AI NVR 16GB RAM 64GB eMMC
Seeed Studio reComputer Industrial R2046-10 Raspberry Pi Edge AI/IoT Controller 16GB RAM 64GB eMMC
Seeed Studio reComputer Industrial R2146-10 Raspberry Pi CM5 CAN FD Controller 16GB RAM 64GB eMMC
Seeed Studio reComputer Super J3011 - Advanced Edge AI Computer with NVIDIA® Jetson™ Orin™ Nano 8GB
Seeed Studio reComputer Industrial R2236-12 Raspberry Pi CM5 Hailo-8 Edge AI NVR 8GB RAM 64GB eMMC
Seeed Studio reComputer Super J3010 - Advanced Edge AI Computer with NVIDIA® Jetson™ Orin™ Nano 4GB
Seeed Studio reComputer Industrial R2036-10 Raspberry Pi Edge AI/IoT Controller 8GB RAM 64GB eMMC
Seeed Studio reComputer Industrial R2136-10 Raspberry Pi CM5 CAN FD Controller 8GB RAM 64GB eMMC
Seeed Studio reComputer J401 Carrier Board for Jetson Orin NX/Orin Nano (without Power Adapter)
Pre-Validated Solution Kits
Not sure where to start? Each kit pairs a reComputer edge AI system with tested sensors, pre-configured software stacks, and integration guides — so you go from spec to prototype in days, not months.
Real-time AI Video Analytics at the Edge
Multi-stream Concurrent Processing → Reduce Bandwidth Cost :
Process raw video data locally to avoid expensive cloud data transmission.
Ultra-low Latency Inference → Instant Safety Response :
Immediate alert triggering for safety violations (e.g., no helmet detection) without network dependence.
Local Data Processing Architecture → Data Privacy Compliance :
Ensure sensitive video footage never leaves the local network, meeting GDPR/privacy standards.
Solution Kit Setup
Automated Industrial Quality Inspection
High-precision Image Processing → Eliminate Human Error : Replace manual inspection to eliminate fatigue-induced errors in 24/7 production lines.
Real-time Defect Analysis → Increase Production Yield : Identify microscopic defects in milliseconds, drastically reducing scrap rates.
Industrial-grade Hardware Design → Harsh Environment Ready :
Fanless, dust-proof design ensures continuous operation in oily or high-temperature factory floors.
Solution Kit Setup
Autonomous Robot Navigation & SLAM
Multi-sensor Fusion Support → Complex Obstacle Avoidance:
Utilize server-grade compute to handle complex SLAM algorithms for safe navigation.
High TOPS per Watt Performance → Extend Battery Life:
Powerful AI processing without draining the robot's battery excessively.
Modular Interface Design → Fast Market Deployment :
Simplify the integration of LiDAR, GPS, and depth cameras to speed up R&D.
Solution Kit Setup
Private & Local Generative AI
Local Model Deployment Capability → Zero Data Leakage:
Run LLMs entirely on-device, ensuring core business data stays private and secure.
Large LPDDR5 Memory Support → Offline Intelligence:
Provide intelligent AI interaction even in remote areas or high-security facilities without internet access.
Advanced CUDA Inference Acceleration → Reduced Operational Cost :
Eliminate recurring monthly API costs from cloud AI providers by using local compute.
Solution Kit Setup
Frequently Asked Questions
Everything you need to know about the network, hardware, and setup.
How do I choose the right reComputer model for my application?
The reComputer series spans from 40 TOPS (J3010) to 275 TOPS (J5012), covering entry-level to flagship compute tiers. A simple way to decide:
- Edge inference & AI video analytics (1–4 streams): Start with the reComputer J3011 (Orin Nano 8GB, up to 67 TOPS). Compact, cost-effective, and great for rapid prototyping.
- Multi-stream video analysis & machine vision (up to 18 streams): The reComputer J4012 (Orin NX 16GB, 100 TOPS) or the fanless Industrial J4011 for harsh environments.
- Full-stack autonomous robots, AMRs, or humanoid robot controllers: The Robotics J5011 (AGX Orin 32GB, 200 TOPS, 8× GMSL2) or J5012 (AGX Orin 64GB) are purpose-built for these workloads.
Not sure? Use the configurator on this page to filter by Platform, Performance, Application, and RAM — or contact our team at info@upenelab.com for a free application consultation.
What's the difference between the reComputer, reComputer Industrial, and reComputer Robotics lines?
All three lines run NVIDIA Jetson and ship pre-installed with JetPack SDK. The key differences are form factor and I/O focus:
- reComputer (J-series): Compact desktop/wall-mount form factor. Ideal for AI video analytics, generative AI, and general-purpose edge inference. 9–19V DC input.
- reComputer Industrial (J-series): Fanless passive cooling, -20°C to 60°C operating range, IP40 rated, DIN rail & VESA mounting, CAN bus, isolated DI/DO, RS-232/422/485, wide-voltage input (12–54V DC). Built for factory floors and outdoor enclosures.
- reComputer Robotics (J5-series): Adds 8× GMSL2 camera ports (MAX96712 deserializer), 4× CAN-FD buses, 4× 1G + 1× 10G Ethernet, 19–48V battery-compatible input. Designed as the compute brain for autonomous vehicles and complex robotic systems.
Do units come pre-flashed with JetPack? Is any software setup required before first use?
Yes. All reComputer units shipped from OpenELAB are pre-flashed with NVIDIA JetPack SDK (Ubuntu-based), including CUDA, cuDNN, TensorRT, and ROS2 support. Most customers are up and running within minutes of connecting power and a display. For the reComputer J3011 specifically, upgrading to JetPack 6.2 unlocks Super Mode — boosting AI performance from 40 TOPS to 67 TOPS at no additional cost. Instructions are included in our product documentation.
I need to run multi-camera object detection in real time. Which kit fits?
OurSmart Video Analytics Kitis built around the reComputer J4012 (Orin NX 16GB, 100 TOPS). It supports up to 18× 1080p30 video streams through hardware-accelerated decoding, and runs YOLOv8 with NVIDIA DeepStream at low latency. The kit includes a tested camera, display, and a pre-configured DeepStream pipeline. Whether you're building intelligent surveillance, retail footfall analysis, or traffic monitoring — this kit gets you from unboxing to a running inference demo in under a day.
My production line needs AI defect detection in a dusty, high-vibration environment. What do you recommend?
TheIndustrial AI Inspection Kitis centered around the reComputer Industrial J4011 (Orin NX 8GB, 70 TOPS). Its fanless design handles dust and particles with zero moving parts. It's rated for -20°C to 60°C operation, passes 3G vibration and 50G shock tests, and supports DIN rail mounting directly into your control cabinet. With 2× CSI camera ports and RS-232/422/485 for PLC communication, it integrates cleanly into most existing production line architectures. Pair it with an Orbbec Femto Mega 3D camera for structured-light defect detection out of the box.
I'm building an AMR with LiDAR + multi-camera perception. Which system can handle the full compute stack?
TheAutonomous Mobile Robots Kitis built on the reComputer Robotics J5012 (AGX Orin 64GB, up to 275 TOPS). It natively supports 8× GMSL2 cameras for surround-view perception, plus LiDAR via 10G Ethernet or 4× CAN-FD buses. GPS and IMU connect via UART/I2C/SPI. The wide DC 19–48V input integrates directly with standard AMR battery packs. This kit includes a RoboSense E1R LiDAR and 4G module, and comes with a tested ROS2 + Nav2 configuration. Run ORB-SLAM, NVBlox, and A-LOAM concurrently — the AGX Orin 64GB has the headroom for it.
I want to run a local LLM or vision-language model on-premise without any cloud dependency. Is that feasible?
Absolutely. ThePrivate & Local Generative AI Kitis built around the reComputer J4012 (Orin NX 16GB, 100 TOPS in Super Mode: 157 TOPS). It runs Ollama (Llama 3), LLaVA, and other open-source models entirely on-device via a single command from ourjetson-examplesproject. The kit includes a USB microphone array and speaker for voice-interactive AI agents. All processing stays local — no data leaves the device, which is critical for enterprise data governance, GDPR compliance, and air-gapped deployments. This is also the starting point for building RAG systems, industrial AI copilots, and edge LLM services.
I need to deploy 50+ units across multiple factory sites. How do you support fleet management and OTA updates?
The reComputer Industrial series supports OTA firmware and application updates viaAllxonandBalena— both of which are pre-integrated and tested on our units. You can push updates, monitor device health, and reboot remotely across your entire fleet from a central dashboard. For B2B bulk orders, OpenELAB offers volume pricing, pre-configuration services (custom JetPack build, pre-loaded application images), and dedicated technical account support. Contact us atinfo@upenelab.comto discuss your deployment requirements and SLA options.
My edge devices need both local high-speed networking and cellular backup. What connectivity options are available?
Connectivity options vary by product line, but all reComputer models support M.2-based wireless expansion:
- Wi-Fi 6 / Bluetooth: via M.2 Key E slot (available on J3011, J4012, Industrial J4011, Robotics J5011/J5012)
- 4G / 5G cellular: via M.2 Key B slot (available on Industrial J4011, Robotics J5011/J5012)
- Wired Ethernet: 1G on standard models; the Robotics J5011/J5012 additionally offers 4× 1G + 1× 10G Ethernet for high-bandwidth sensor data aggregation
I don't have a large engineering team. How quickly can I go from purchase to a working prototype?
Our solution kits are designed to collapse the time from purchase to proof-of-concept. Each kit includes:
- A pre-validated reComputer system (pre-flashed with JetPack)
- Compatible, tested sensors and peripherals
- ROS2 / DeepStream / Ollama sample configurations
- Hardware integration guides and driver packages
