The reComputer Industrial J4012 is a rugged, fanless edge AI system built on the powerful NVIDIA Jetson Orin™ NX 16GB platform, delivering up to 100 TOPS AI performance. Designed for industrial environments, it offers outstanding deep learning, computer vision, and generative AI capabilities while operating reliably in harsh conditions.
With a compact metal chassis, passive cooling, wide power input (12–24V DC), and rich industrial I/O options, the J4012 is ready for deployment in robotics, machine vision, autonomous mobile robots (AMRs), and AI video analytics solutions.
Key Features
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Unmatched AI Performance
Powered by NVIDIA Jetson Orin NX 16GB SoM with 8-core Arm Cortex-A78AE CPU, 1024-core Ampere GPU, and 16GB LPDDR5 memory. -
Industrial-Grade Fanless Design
Passive cooling design, -20°C to 60°C operating temperature, and rugged aluminum housing. -
Rich I/O Interfaces
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2× RJ-45 Ethernet (1x PoE, 1x GbE)
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3× USB 3.2 Gen1, 2× USB 2.0 Type-C
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1× HDMI 2.0 Type-A
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1× DB9 COM (RS232/RS422/RS485)
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4× DI, 4× DO, CAN, I2C, SPI, SIM slot
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Connectivity Options
Support for Wi-Fi/Bluetooth modules (via M.2 Key E) and 4G/5G modules (via M.2 Key B). -
Storage Expansion
128GB NVMe PCIe Gen4 SSD pre-installed, expandable via M.2 Key M. -
Deployment Flexibility
Supports desk, DIN rail, wall, and VESA mounting. -
Built for Harsh Environments
Shock resistance up to 50G, vibration endurance 3 Grms, and humidity tolerance up to 95% (non-condensing). -
Long-Term Reliability
2-year warranty and MTBF testing ensure operational stability for industrial applications.
Specifications
| Jetson Orin NX System on Module | |||
| AI Performance | reComputer Industrial J4012 - Orin NX 16GB, 100 TOPS | reComputer Industrial J4011- Orin NX 8GB, 70 TOPS | |
| GPU | 1024-core NVIDIA Ampere architecture GPU with 32 Tensor Cores | ||
| CPU | 8-core Arm® Cortex®-A78AE v8.2 64-bit CPU (Orin NX 16GB) | 6-core Arm® Cortex®-A78AE(Orin NX 8GB) | |
| Memory | 16GB 128-bit LPDDR5 (Orin NX 16GB) | 8GB 128-bit LPDDR5 (Orin NX 8GB) | |
| Video Decode | 1x 8K30 (H.265) 2x 4K60 (H.265) 4x 4K30 (H.265) 9x 1080p60 (H.265) 18x 1080p30 (H.265) | ||
| Video Encode | 1x 4K60 (H.265) 3x 4K30 (H.265) 6x 1080p60 (H.265) 12x 1080p30 (H.265) | ||
| DL Accelerator | 2x NVDLA v2 | ||
| Carrier Board | |||
| Storage | 1x M.2 Key M PCIe Gen4.0 SSD (M.2 NVMe 2280 SSD 128G included) | ||
| Networking | Ethernet | 1x LAN1 RJ45 GbE PoE(PSE 802.3 af 15 W) | |
| Wi-Fi | Support SMD Wi-Fi/Bluetooth (Customized production, please contact fusion@seeed.io) | ||
| M.2 Key B | 1x M.2 Key B support 4G/5G (Module optional) | ||
| I/O | USB | 3x USB3.2 Gen1, 1x USB2.0 Type C(Device mode), 1x USB2.0 Type C For Debug UART & RP2040 | |
| DI/DO | 4x DI,4x DO, 3x GND_DI, 2x GND_DO, 1x GND_ISO,1x CAN | ||
| COM | 1x DB9 (RS232/RS422/RS485) | ||
| Display | 1x HDMI 2.0 Type A | ||
| SIM | 1x Nano SIM card slot | ||
| Fan | Fanless, passive heatsink; 1x Fan connectors(5V PWM) | ||
| TPM | 1x TPM 2.0 connector (Module optional) | ||
| RTC | 1x RTC socket, 1x RTC 2-pin | ||
| Camera | 2x CSI (2-lane 15pin) | ||
| Power | Power Supply | DC 12V-24V Terminal block 2 pin | |
| Power Adapter | 19V Power Adapter(without power cord) | ||
| Mechanical | Dimensions (W x D x H) | 159mm x 155mm x 57mm | |
| Weight | 1.57kg | ||
| Installation | Desk, DIN rail, wall-mounting, VESA | ||
| Environment | Operating Temperature | -20 ~ 60°C with 0.7m/s airflow | |
| Operating Humidity | 95% @ 40 °C (non-condensing) | ||
| Vibration | 3 Grms @ 5 ~ 500 Hz, random, 1 hr/axis | ||
| Shock | 50G peak acceleration (11 msec) | ||
| Warranty | 2 Years | ||
| IP Rating | IP40 | ||
Hardware Overview
Full System
Carrier Board
Desktop, Wall Mount, DIN Rail, VESA mount to fit in anywhere
Application
Application Fields:
AI Video Analytics
Machine Vision
Autonomous Mobile Robot (AMR)
Generative AI
● Capable of Bringing Generative AI to the Edge
Now you can build AI agents capable of processing large amounts of live or archived videos and images with Vision-Language Models (VLM) such as LLaVA, this new AI agents help nearly every industry summarize, search, and extract actionable insights from video using natural language.
● Build Multi-streams AI Video Analytics
For building video analytics, Jetson Orin NX incorporates the NVIDIA Multi-Standard Video Decoder. This video decoder accelerates video decode, supporting low resolution mobile content, Standard Definition (SD), High Definition (HD) and UltraHD (8K, 4K, etc.) .
● Fastest Way to Deploy Generative AI and Computer Vision Models
We have jetson-example prepared for you! It offers one-line deploy projects edge AI applications of generative AI including Ollama, Llama3; computer vision including YOLOv8, and others . We have configured all environment for you to provides single command deployment of projects.
Documents
Part List
| reComputer Industrial J4012 (System Installed) | x1 |
| Mounting bracket | x2 |
| DIN rail bracket | x1 |
| Bracket screw | x4 |
| 16-Pin Terminal Block for DIO | x1 |
| 19V Power adapter (power cord sold separately) | x1 |
| 2-Pin Terminal block power connector | x1 |
Note: Please note that the product comes with a power adapter, but does not include a AC cloverleaf power cord. Kindly purchase the appropriate AC cloverleaf power cord based on your local power socket specifications.