Overview
reComputer Industrial J4012 is a AI Device built around the NVIDIA Jetson Orin NX 16GB module delivering up to 100 TOPS AI performance. The fanless enclosure, 2x RJ-45 GbE (with LAN1 PoE PSE 802.3af 15 W), RS232/RS422/RS485, CAN, DI/DO, HDMI 2.0, CSI camera interfaces, and wide 12–24V DC input enable reliable edge AI deployment in industrial environments with flexible desk, DIN rail, wall, and VESA mounting.
Key Features
- NVIDIA Jetson Orin NX 16GB (Ampere GPU, 32 Tensor Cores) rated up to 100 TOPS for AI inference.
- Dual Ethernet: 1x RJ-45 GbE PoE (PSE 802.3af 15 W) + 1x RJ-45 GbE (10/100/1000Mbps).
- Rich I/O: 3x USB 3.2 Gen1, 1x USB 2.0 Type‑C (Device), 1x USB 2.0 Type‑C for Debug UART & RP2040, DB9 (RS232/RS422/RS485), 1x CAN, 4x DI/4x DO.
- Display & vision: 1x HDMI 2.0 Type‑A; 2x CSI (2‑lane 15‑pin) camera connectors.
- Storage: 1x M.2 Key M PCIe Gen4.0 slot with M.2 NVMe 2280 SSD 128G included.
- Wireless & cellular ready: SMD Wi‑Fi/Bluetooth (custom production) and 1x M.2 Key B for 4G/5G (optional), plus 1x Nano SIM slot.
- Industrial design: fanless passive heatsink, recovery/reset buttons, wide 12–24V DC input, and RTC (CR1220 included).
- Operating range: −20 ~ 60°C with 0.7 m/s airflow; 95% @ 40°C (non‑condensing); 3 Grms vibration; 50G shock.
- Power efficient: 10W – 20W (per product image).
- Versatile mounting: desk, DIN rail, wall-mounting, and VESA.
SSD compatibility note: For SSDs, Seeed recommends the 128GB, 256GB, or 512GB versions offered by Seeed due to JetPack version compatibility variations.
Specifications
| AI Performance | 100 TOPS (Jetson Orin NX 16GB) |
| GPU | 1024‑core NVIDIA Ampere architecture GPU with 32 Tensor Cores |
| CPU | 8‑core Arm Cortex‑A78AE v8.2 64‑bit |
| Memory | 16GB 128‑bit LPDDR5 |
| DL Accelerator | 2x NVDLA v2 |
| 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) |
| Storage | 1x M.2 Key M PCIe Gen4.0 SSD (M.2 NVMe 2280 SSD 128G included) |
| Ethernet | 1x LAN1 RJ45 GbE PoE (PSE 802.3 af 15 W); 1x LAN2 RJ45 GbE (10/100/1000Mbps) |
| Wi‑Fi/Bluetooth | Support SMD Wi‑Fi/Bluetooth (customized production; contact fusion@seeed.io) |
| M.2 Key B | 1x M.2 Key B support 4G/5G (Module optional) |
| USB | 3x USB 3.2 Gen1; 1x USB 2.0 Type‑C (Device); 1x USB 2.0 Type‑C for Debug UART & RP2040 |
| DI/DO & CAN | 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 connector (5V PWM) |
| TPM | 1x TPM 2.0 connector (Module optional) |
| RTC | 1x RTC socket (CR1220 included); 1x RTC 2‑pin |
| Camera | 2x CSI (2‑lane 15‑pin) |
| Power Input | DC 12V–24V via 2‑pin terminal block |
| Power Adapter | 19V Power Adapter (without power cord) |
| Power Efficiency | 10W – 20W |
| Dimensions (W×D×H) | 159mm × 155mm × 57mm |
| Weight | 1.57kg |
| Installation | Desk, DIN rail, wall‑mounting, VESA |
| Operating Temperature | −20 ~ 60°C with 0.7 m/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 |
| Trade Codes | HSCODE: 8471504090; USHSCODE: 8517180050; EUHSCODE: 8471707000; COO: CHINA |
What’s Included
- reComputer Industrial J4012 (System Installed) ×1
- Mounting bracket ×2
- DIN rail bracket ×1
- Bracket screw ×4
- 16‑Pin Terminal Block for DIO ×1
- 19V Power adapter (power cord sold separately) ×1
- 2‑Pin Terminal block power connector ×1
Note: The kit includes a power adapter but no AC cloverleaf power cord. Please purchase the appropriate cord for your region: US | EU.
Applications
- AI Video Analytics; multi‑stream decode/encode acceleration
- Machine Vision
- Autonomous Mobile Robots (AMR)
- Generative AI (e.g., VLMs such as LLaVA for video/image QA)
For rapid deployment, Seeed provides one‑line examples for generative AI (Ollama, Llama3) and computer vision (YOLOv8, etc.) via jetson-examples.
Manuals
- Datasheet
- Schematic
- 3D File
- Assembly Guide
- MTBF Test Report
- Github
- Seeed NVIDIA Jetson Product Catalog
- NVIDIA Jetson Comparison
- NVIDIA Jetson Product Comparison
- Seeed NVIDIA Jetson Success Cases
- Seeed Jetson One Pager
Details

Jetson Orin NX 16GB, 100 TOPS AI performance, fanless design, open-source hardware. Supports robotics, video analytics, machine vision, and offers multiple connectivity options.

Jetson Orin NX Dev Kit includes LAN, HDMI, USB, SIM slot, DC input, serial interfaces, GPIO, and status LEDs for connectivity and control. (32 words)

Features an M.2 Key B Mini PCIe slot, control and UART header, fan header, 2-pin RTC connect, 260-pin SODIMM connector, and TPM header on one side. The opposite side has DIP switches, M.2 Key M, two 2-lane 15-pin CSI ports, RTC socket, optional Wi-Fi/Bluetooth, and EXT antenna interface. Designed for development, the board offers extensive connectivity and expansion options, enabling versatile integration and performance customization in compact AI applications.


Shelf collapsed at 3:30 PM, boxes fell and blocked aisle, captured on warehouse camera.

DeepStream application running on Jetson Orin NX, detecting cars with confidence scores. Terminal displays performance metrics, FPS, and system logs indicating block mode operation and vendor reading.

Jetson Orin NX Dev Kit with AI tools and applications.








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