
seeed studio NVIDIA Jetson Orin NX 16GB Edge AI Device – reComputer J4012, 4xUSB 3.2, M.2 Key E & Key M Slot, Pre-Installed Jetpack System with NVIDIA Jetpack on 128GB NVMe SSD








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(as of Jan 04, 2026 22:07:48 UTC – Details)
In-Depth Review of the Seeed Studio NVIDIA Jetson Orin NX 16GB Edge AI Device – reComputer J4012
The Seeed Studio NVIDIA Jetson Orin NX 16GB Edge AI Device, also known as the reComputer J4012, is a powerful and compact edge AI device designed for production and deployment of artificial intelligence (AI) applications. This device is part of Seeed Studio’s lineup of industrial-ready modules and devices, which aim to provide rapid deployment capabilities within the real-world AIoT sector, including Asset Tracking, Smart Building, Smart City, and Agriculture.
Key Features and Specifications
The reComputer J4012 is built around the NVIDIA Jetson Orin NX 16GB production module, which provides up to 100 TOPS AI performance with low power and low latency. This makes it an ideal solution for on-device processing of AI workloads. The device has a compact size of 130mm x 120mm x 58.5mm, making it easy to fit into various environments, including desktop, wall mount, or even embedded systems.
In terms of connectivity, the reComputer J4012 offers a range of interfaces, including 4x USB 3.2, HDMI 2.1, 2x CSI, 1x RJ45 for GbE, M.2 Key E, M.2 Key M, CAN, and GPIO. These interfaces provide flexibility and expandability for connecting various peripherals, sensors, and other devices.
Pre-Installed Jetpack and Software Support
The device comes with the Jetpack software pre-installed on a 128GB NVMe SSD, which includes the Linux OS BSP and support for leading AI frameworks and software platforms. This allows developers to quickly get started with their AI projects and accelerate their solution to market. The pre-installed Jetpack also includes NVIDIA JetPack 5.1, which provides a comprehensive software development kit (SDK) for developing and deploying AI applications on the Jetson platform.
Certifications and Compliance
The reComputer J4012 has obtained various certifications, including FCC, CE, RoHS, and UKCA, ensuring compliance with regulatory requirements and industry standards. This makes it suitable for deployment in various regions and applications.
Design and Build Quality
The device is designed with a cooling fan and a heatsink to ensure reliable operation in various environments. The enclosure is compact and rugged, making it suitable for industrial and commercial applications. The power adapter, however, needs to be purchased separately.
Technical Specifications
- NVIDIA Jetson Orin NX 16GB production module
- Up to 100 TOPS AI performance with low power and low latency
- Compact size: 130mm x 120mm x 58.5mm
- 4x USB 3.2, HDMI 2.1, 2x CSI, 1x RJ45 for GbE, M.2 Key E, M.2 Key M, CAN, and GPIO
- Pre-installed Jetpack with NVIDIA JetPack 5.1 on 128GB NVMe SSD
- Linux OS BSP and support for leading AI frameworks and software platforms
- FCC, CE, RoHS, and UKCA certified
Conclusion
The Seeed Studio NVIDIA Jetson Orin NX 16GB Edge AI Device – reComputer J4012 is a powerful and compact edge AI device designed for production and deployment of AI applications. Its compact size, rich I/O interfaces, and pre-installed Jetpack software make it an ideal solution for developers and industries looking to accelerate their AI solutions to market. With its excellent performance, expandability, and certifications, the reComputer J4012 is a reliable choice for various AIoT applications, including Asset Tracking, Smart Building, Smart City, and Agriculture.