Description
Seeed Studio reComputer Industrial J4012 is a fanless industrial edge AI computer built around the NVIDIA Jetson Orin NX 16GB module. This reComputer Industrial J4012 delivers up to 100 TOPS of AI performance while combining a rugged metal enclosure, wide industrial power input, rich field interfaces, and multiple mounting methods in a deployment-ready platform for factory, automation, robotics, and intelligent edge vision projects.
Unlike a standard desktop-style Jetson system, the reComputer Industrial J4012 is designed for real industrial deployment. It emphasizes fanless passive cooling, dual Ethernet including PoE, RS232 / RS422 / RS485, DI / DO, CAN, DIN rail mounting, and stable long-term operation in harsher environments. If you need a Seeed Studio reComputer that can move from prototype to field installation with fewer compromises, this is the right branch of the lineup.
Features
- NVIDIA Jetson Orin NX 16GB with up to 100 TOPS AI performance for demanding edge AI workloads.
- Fanless industrial design with passive cooling and a rugged metal enclosure for long-term deployment.
- Dual Ethernet including 1 x PoE (PSE 802.3af 15W) and 1 x Gigabit Ethernet.
- Industrial serial communication with DB9 COM supporting RS232 / RS422 / RS485.
- Field control interfaces including 4 x DI, 4 x DO, CAN, I2C, and SPI.
- 128GB NVMe SSD included, plus support for storage expansion through M.2 Key M PCIe Gen4.
- Wireless and cellular expansion through M.2 Key E and M.2 Key B for Wi-Fi / Bluetooth and 4G / 5G modules.
- Flexible mounting for desk, wall, DIN rail, and VESA installation.
Specifications
| Parameter | Details |
|---|---|
| Brand | Seeed Studio |
| Model | reComputer Industrial J4012 |
| Series | reComputer Industrial |
| Jetson Module | NVIDIA Jetson Orin NX 16GB |
| AI Performance | 100 TOPS |
| GPU | 1024-core NVIDIA Ampere GPU with 32 Tensor Cores |
| CPU | 8-core Arm Cortex-A78AE v8.2 64-bit |
| Memory | 16GB 128-bit LPDDR5 |
| Storage | 1 x M.2 Key M PCIe Gen4 SSD, 128GB NVMe SSD included |
| Ethernet | 1 x LAN1 RJ45 GbE PoE (PSE 802.3af 15W), 1 x LAN2 RJ45 GbE |
| Wireless Expansion | M.2 Key E for Wi-Fi / Bluetooth |
| Cellular Expansion | M.2 Key B for 4G / 5G module |
| USB | 3 x USB 3.2 Gen1, 2 x USB 2.0 Type-C |
| Display | 1 x HDMI 2.0 Type-A |
| Serial | 1 x DB9 COM, RS232 / RS422 / RS485 |
| Control I/O | 4 x DI, 4 x DO |
| Bus / GPIO | CAN, I2C, SPI |
| Power Input | 12V to 24V DC |
| Mounting | Desk, DIN rail, wall, VESA |
| Operating Temperature | -20°C to 60°C |
| Warranty | 2 Years |
Applications
- Industrial AI vision for quality inspection, defect detection, and smart manufacturing systems.
- AI video analytics in factories, warehouses, energy facilities, and security deployments.
- Autonomous mobile robots and industrial robots that need rugged deployment and stable field I/O.
- Industrial gateways and edge controllers where serial, DI / DO, and CAN interfaces are essential.
- Generative AI at the edge in deployments that need local inference without relying on cloud latency.
- Harsh environment installations where fanless thermal design and rugged mechanics matter.
Product List
| Item | Quantity |
|---|---|
| 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 |
Other Content
The biggest difference between the reComputer Industrial J4012 and a standard Jetson edge AI computer is that this model is engineered around industrial installation rather than desktop convenience. The enclosure, passive thermal design, PoE support, serial communication, digital I/O, and mounting hardware are all there to reduce the amount of extra adaptation work during real deployment.
This also makes the Seeed Studio reComputer Industrial J4012 a better fit when your project must survive longer duty cycles, vibration, or tighter enclosure integration than a standard edge AI box can comfortably handle. If your application depends on RS485 devices, industrial sensors, field bus style control, or dense edge-side video processing, this model is much closer to what integrators usually want in production.
You can also review our reComputer Industrial J4012 review article and the broader standard reComputer J4012 guide if you want to compare industrial and standard deployment directions before choosing the final platform.
Resources
- JetPack Flash Guide
- reComputer Industrial Reference Guide
- reComputer Industrial Assembly Guide
- reComputer Industrial 3D File
- reComputer Industrial Schematic
- MTBF Test Report
- OSHW GitHub
- jetson-examples GitHub Repository
- Seeed NVIDIA Jetson Product Catalog
- NVIDIA Jetson Devices and Carrier Boards Comparison
- Seeed NVIDIA Jetson Success Cases
- Seeed Jetson One Pager
FAQ
What is the difference between reComputer Industrial J4012 and reComputer Industrial J4011?
The Industrial J4012 uses Jetson Orin NX 16GB and delivers up to 100 TOPS, while reComputer Industrial J4011 uses the 8GB version and is better suited to lower-cost industrial deployments.
What is the difference between reComputer Industrial J4012 and standard reComputer J4012?
Choose standard reComputer J4012 when you want a classic edge AI computer, and choose the Industrial J4012 when you need fanless design, PoE, RS232 / RS422 / RS485, DI / DO, and stronger industrial deployment support.
When should I choose reComputer Super J4012 instead?
Choose reComputer Super J4012 when your priority is the more advanced Super series performance positioning rather than industrial interfaces and rugged field installation.
When should I choose reComputer Robotics J4012 instead?
Choose reComputer Robotics J4012 when your project is centered on robotics-specific expansion, sensor integration, and robotics workflows rather than industrial control and field I/O.
Does this industrial model support DIN rail mounting?
Yes. The reComputer Industrial J4012 supports DIN rail mounting and also supports desk, wall, and VESA installation.
What industrial interfaces are included?
This model includes dual Ethernet, PoE, DB9 serial with RS232 / RS422 / RS485, 4 x DI, 4 x DO, CAN, I2C, and SPI.