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Getting Started with reComputer Industrial

reComputer industrial series offers full systems including NVIDIA Jetson™ Xavier NX/ Orin Nano/Orin NX/ modules, ranging from 20 TOPS to 100 TOPS AI performance. Preinstalled with Jetpack 5.1.1, reComputer industrial simplifies development, ideal for bulding applications of video analytics, object detection, natural language processing, medical imaging, and robots, which brings digital transformantion across industries of smart cities, security, industrial automation, smart factories.

reComputer industrial comes with a passive heatsink and a fanless design, making it ideal for use in demanding environments. The passive heatsink allows for efficient cooling without the need for a fan, reducing the risk of component failure due to dust or other contaminants. The fanless design also reduces noise levels and power consumption, making it suitable for use in noise-sensitive environments and minimizing energy costs.

reComputer industrial has 2 RJ45 GbE ports, one of which is a PoE PSE port for providing power over Ethernet to devices like IP cameras. This eliminates the need for a separate power source and makes it easier to deploy network devices in areas without readily available power outlets. The other GbE port is used to connect to a network switch or router, enabling communication with other devices on the network and access to the Internet.


  • Fanless compact PC: Thermal reference design, wider temperature support -20 ~ 60°C with 0.7m/s airflow
  • Designed for industrial interfaces: 2x RJ-45 GbE(1 for POE-PSE 802.3 af); 1x RS-232/RS-422/RS-485; 4x DI/DO; 1x CAN; 3x USB3.2; 1x TPM2.0 (Module optional)
  • Hybrid connectivity: Support 5G/4G/LTE/LoRaWAN® (Module optional) with 1x Nano SIM card slot
  • Flexible mounting: Desk, DIN rail, wall-mounting, VESA
  • Certifications: FCC, CE, RoHS, UKCA


Product NamereComputer Industrial J4012reComputer Industrial J4011 reComputer Industrial J3011 reComputer Industrial J3010reComputer Industrial J2012reComputer Industrial J2011
NVIDIA Jetson ModuleOrin NX 16GBOrin NX 8GBOrin Nano 8GBOrin Nano 4GBXavier NX 16GBXavier NX 8GB
Processor SystemAI Performance100 TOPS70 TOPS40 TOPS20 TOPS21 TOPS
GPU1024-core NVIDIA Ampere architecture GPU with 32 Tensor Cores512-core NVIDIA Ampere architecture GPU with 16 Tensor Cores384-core NVIDIA Volta™ GPU with 48 Tensor Cores
CPU8-core Arm® Cortex®-A78AE v8.2 64-bit CPU
2MB L2 + 4MB L3
6-core Arm® Cortex®-A78AE v8.2 64-bit CPU
1.5MB L2 + 4MB L3
6-core NVIDIA Carmel ARM®v8.2 64-bit CPU, 6MB L2 + 4MB L3
Memory16GB 128-bit LPDDR5
8GB 128-bit LPDDR5
8GB 128-bit LPDDR5
68 GB/s
4GB 64-bit LPDDR5
34 GB/s
16GB 128-bit LPDDR4x
8GB 128-bit LPDDR4x
Video Encode1*4K60 (H.265) | 3*4K30 (H.265) | 6*1080p60 (H.265) | 12*1080p30 (H.265)1080p30 supported by 1-2 CPU cores2*4K60 | 4*4K30 | 10*1080p60 | 22*1080p30 (H.265)
2*4K60 | 4*4K30 | 10*1080p60 | 20*108p30 (H.264)
Video Decode1*8K30 (H.265) | 2*4K60 (H.265) | 4*4K30 (H.265) | 9*1080p60 (H.265) | 18*1080p30 (H.265)1*4K60 (H.265) | 2*4K30 (H.265) | 5*1080p60 (H.265) | 11*1080p30 (H.265)2*8K30 | 6*4K60 | 12*4K30 | 22*1080p60 | 44*1080p30 (H.265)
2*4K60 | 6*4K30 | 10*1080p60 | 22*1080p30 (H.264)

---16GB eMMC 5.1
ExpansionM.2 Key M PCIe Gen4.0 SSD (M.2 NVMe 2280 SSD 128G included)
I/ONetworking1* LAN1 RJ45 GbE PoE(PSE 802.3 af 15 W)
1* LAN2 RJ45 GbE (10/100/1000Mbps)
USB3* USB3.2 Gen1, 1* USB2.0 Type C(Device mode), 1* USB2.0 Type C For Debug UART & RP2040
COM1* DB9 (RS232/RS422/RS485)
Display1*HDMI 2.0 Type A
SIM1* Nano SIM card slot
ExpansionMini PCIeMini PCIe for 4G/LoRaWAN®  (Module optional)
Wi-FiSupport SMD Wi-Fi/Bluetooth (Module optional)
M.2 Key B M.2 Key B support 4G/5G (Module optional)
FanFanless, passive heatsink
1*Fan connectors(5V PWM)
TPM1* TPM 2.0 connector (Module optional)
RTC1* RTC socket (CR1220 included), 1* RTC 2-pin
Camera2* CSI (2-lane 15pin)
PowerPower SupplyDC 12V-24V Terminal block 2 pin
Power Adapter19V Power Adapter(without power cord)
Dimensions (W x D x H)159mm*155mm*57mm
InstallationDesk, DIN rail, wall-mounting, VESA
EnvironmentOperating Temperature -20 ~ 60°C with 0.7m/s
Operating Humidity95% @ 40 °C (non-condensing)
Vibration3 Grms @ 5 ~ 500 Hz, random, 1 hr/axis
Shock50G peak acceleration (11 msec)
OSPre-installed Jetpack 5.1 (above) (provide Linux OS with board support package)
CertificationFCC, CE, RoHS, UKCA
Warranty2 Years

Hardware Overview

Full System

Carrier Board

Flash JetPack

reComputer Industrial comes pre-installed with JetPack 5.1.1 on a 128GB SSD along with the necessary drivers. This included SDK components such as CUDA, CUDNN and TensorRT. However, if you want to reflash Jetpack to the included SSD or to a new SSD, you can follow the steps.


If you want to use SSDs with reComputer Industrial, we only recommend you choose the 128GB, the 256GB, and the 512GB versions from Seeed.


You need to prepare the following hardware before getting started with reComputer Industrial

  • reComputer Industrial
  • Provided Power Adapter with power cord (US version or EU version)
  • Ubuntu 20.04 Host PC
  • USB Type-C data transmission cable
  • External monitor
  • HDMI cable
  • Keyboard and Mouse

Enter Force Recovery Mode

Now you need to enter recovery mode on the reComputer Industrial board in order flash the device.

  1. Connect a USB Type-C cable between USB2.0 DEVICE port and your PC.
  2. Use a pin and insert into the RECOVERY hole to press recovery button and while holding this.
  3. Connect the included 2-Pin Terminal block power connector to the power connector on the board and connect the included power adapter with a power cord to turn on the board.
  4. Release the recovery button.

Make sure you power on the device while holding the RECOVERY button or otherwise it will not enter recovery mode

On the Ubuntu host PC, open a Terminal window and enter the command lsusb. If the returned content has one of the following outputs according to the Jetson SoM you use, then the board is in force recovery mode.

  • For Orin NX 16GB: 0955:7323 NVidia Corp
  • For Orin NX 8GB: 0955:7423 NVidia Corp
  • For Orin Nano 8GB: 0955:7523 NVidia Corp
  • For Orin Nano 4GB: 0955:7623 NVidia Corp

Different Methods of Flashing

Here we offer 2 different methods of flashing.

  1. Download the entire system image we have prepared which includes NVIDIA JetPack, hardware periheral drivers and flash to device
  2. Download official NVIDIA L4T, use the included hardware periheral drivers and flash to device

The first method download is around 14GB and the second method download is about 3GB

Download System Image

  • Step 1: Download the system image to your Ubuntu PC corresponding to the board you are using
DeviceImage LinkJetPack VersionL4T Version
reComputer Industrial J4012Download5.
reComputer Industrial J4011Download
reComputer Industrial J3011Download
reComputer Industrial J3010Download
reComputer Industrial J2012Download
reComputer Industrial J2011Download

The source code for the above images can be found here

  • Step 2: Extract the generated file
tar -xvf <file_name>.tar.gz

Flash to Jetson

  • Step 1: Navigate to the extracted file from before and execute the flash command as follows
cd mfi_p3509-a02+p3767-0000
sudo ./tools/kernel_flash/ --flash-only --massflash 1 --network usb0 --showlogs

Now it will start to flash the system image to the board. If the flashing is successful, you will see the below output

  • Step 2: Connect the board to a display using the HDMI connector on the board and finish the initial configuration setup

After that, the board will reboot and will be ready to use!

Hardware and Interfaces Usage

To learn more about how to use all the hardware and interfaces on the reComputer Industrial board, we recommend you to follow the relevant wiki documentations we have prepared.


Tech Support

Please do not hesitate to submit issues into our forum.

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