Overview
reComputer Robotics J4012 is an Edge AI Computer built for fast robotics development and deployment. Powered by NVIDIA Jetson Orin NX Super 16GB (up to 157 TOPS in MAXN), it integrates rich I/O including USB, Ethernet, CSI and CAN for multi-sensor fusion and industrial use. With wide 19–54 V DC input and JetPack 6.2 + Linux BSP pre-installed, the system enables immediate, reliable operation in mobile and stationary robots.
Key Features
- High AI performance: Jetson Orin NX Super 16GB, up to 157 TOPS (MAXN)
- Robotics-ready I/O: dual RJ45 Gigabit Ethernet, 6x USB 3.2 Type‑A (5Gbps), USB 3.0 Type‑C (Host/DP 1.4), USB 2.0 Type‑C (Device/Debug)
- Industrial interfaces: 2x CAN0 (XT30(2+2)), 3x CAN1 (4‑Pin GH‑1.25), 2x I2C, 1x UART
- Expansion: M.2 Key E (Wi‑Fi/Bluetooth), M.2 Key B (5G/LTE), M.2 Key M (NVMe SSD); camera expansion header for GMSL2 board (not included)
- Operating envelope: −20 ℃ to 60 ℃ (25 W mode), −20 ℃ to 55 ℃ (MAXN mode) with reComputer Robotics heatsink and fan
- Compact mechanicals: 115 mm × 115 mm × 38 mm, 200 g; desk or wall mounting
- Pre-installed software: JetPack 6.2 and Linux BSP; ready for robotics AI frameworks and rapid deployment
Specifications
Module | |
| Model | reComputer Robotics J4012 |
| Applications Processor (AP) | NVIDIA Jetson Orin™ NX 16GB (Super) |
| AI Performance | 157 TOPS (MAXN) |
| GPU | 1024‑core NVIDIA Ampere architecture GPU with 32 Tensor Cores |
| GPU Max Frequency | 1173 MHz |
| CPU | 8‑core NVIDIA Arm® Cortex A78AE v8.2 64‑bit CPU, 2MB L2 + 4MB L3 |
| CPU Max Frequency | 2.0 GHz |
| DL Accelerator | 2 × NVDLA v2.0 |
| DL Max Frequency | 1.23 GHz |
| Vision Accelerator | 1 × PVA v2.0 |
| Memory | 16GB 128‑bit LPDDR5 DRAM, 102.4GB/s |
| Module Power Profiles | 10W / 15W / 25W / 40W |
| Video Encode (H.265) | 1× 4K60; 3× 4K30; 6× 1080p60; 12× 1080p30 |
| Video Decode (H.265) | 1× 8K30; 2× 4K60; 4× 4K30; 9× 1080p60; 18× 1080p30 |
| CSI Cameras | Up to 4 cameras (8 via virtual channels); 8 lanes MIPI CSI‑2; D‑PHY 2.1 (up to 20Gbps) |
| Module Mechanical | 69.6 mm × 45 mm; 260‑pin SO‑DIMM connector |
Carrier Board & System | |
| Storage | 1× M.2 Key M (PCIe; NVMe SSD) |
| Networking (M.2) | 1× M.2 Key E (Wi‑Fi/Bluetooth), 1× M.2 Key B (5G module) |
| Ethernet | 2× RJ‑45 Gigabit Ethernet |
| USB | 6× USB 3.2 Type‑A (5Gbps); 1× USB 3.0 Type‑C (Host/DP 1.4); 1× USB 2.0 Type‑C (Device Mode for Reflash/Debug) |
| CAN | 2× CAN0 (XT30(2+2)); 3× CAN1 (4‑Pin GH‑1.25 header) |
| Display | 1× DP 1.4 (via Type‑C Host) |
| UART | 1× UART (4‑Pin GH‑1.25 header) |
| I2C | 2× I2C (4‑Pin GH‑1.25 headers) |
| Fan | 1× 4‑Pin Fan Connector (5V PWM); 1× 4‑Pin Fan Connector (12V PWM) |
| Extension Port | 1× Camera Expansion Header (for GMSL2 board, not included) |
| RTC | 1× RTC 2‑pin; 1× RTC socket |
| LED | 3× LED (PWR, ACT, User) |
| Pinhole Buttons | 1× PWR; 1× RESET |
| DIP Switch | 1× REC |
| Antenna Holes | 5× |
| Power Input | 19–54 V DC via XT30(2+2); XT30 to 5525 DC Jack Cable included |
| Software | JetPack 6.2 pre‑installed |
| Mechanical (System) | 115 mm × 115 mm × 38 mm; 200 g; desk/wall mounting |
| Operating Temperature | −20 ℃ to 60 ℃ (25 W mode); −20 ℃ to 55 ℃ (MAXN mode) with reComputer Robotics heatsink + fan |
| Warranty | 2 Years |
| Certification (Pending) | RoHS, REACH, CE, FCC, KC |
What’s Included
| Jetson Orin™ NX 16GB module | x 1 |
| Seeed Carrier Board (reComputer Robotics J401) | x 1 |
| 128GB NVMe SSD | x 1 |
| Aluminum Case and Heatsink with Fan | x 1 |
| USB Cable (Type‑A to Type‑C) | x 1 |
| XT30 to DC cable | x 1 |
| User Manual | x 1 |
Applications
Designed for demanding robotics and Edge AI computer vision tasks, including AMR, smart retail, industrial automation, video surveillance, and smart video analytics. Supports multi‑camera BEV sensing demos with USB cameras and accelerated deployment of generative AI (e.g., Ollama, Llama3), and computer vision (e.g., YOLOv8). Jetson Platform Services simplify development, deployment and lifecycle management on Jetson.
Manuals & Documents
- User Manual & Datasheet
- Carrier Board Schematic
- Power Board Schematic
- 3D File
- Mechanical Document – reComputer Robotics PCBA
- Seeed NVIDIA Jetson Product Catalog
- NVIDIA Jetson Comparison
- Seeed NVIDIA Jetson Success Cases
- Seeed Jetson One Pager
Details

Jetson Orin NX (MAXN) delivers 157 TOPS AI performance with 1.7x improvement, open source hardware, and supports manipulator, humanoid robot, and generative AI applications.

Jetson commercial modules performance with Super Mode, comparing GPU cores, frequencies, AI performance, CPU specs, memory bandwidth, and power across various Orin models, highlighting enhanced capabilities in Super Mode.

J4012 Edge AI Computer includes CAN0/CAN1, USB 3.2, Ethernet, UART, IIC, and DC power input, optimized for robotics applications. (27 words)

J4012 Edge AI Computer offers 6x USB 3.2, 2x RJ45, M.2 slots (B, E, M), camera header, RTC socket, and USB Type-C DIP switch—ideal for robotics and AI with strong connectivity and expansion.

Jetson Orin supports AI workflows, frameworks, and services such as AI-NVR, generative AI alerts, and manipulator apps, with Jetson Linux, security features, and cloud integration via TAO and Omniverse for edge AI.


J4012 Edge AI supports Llama3, ollama, LLaVA, Stable Diffusion, Whisper.
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