Description

Seeed Studio reComputer J4012 is a compact edge AI computer built around the NVIDIA Jetson Orin NX 16GB module. This reComputer J4012 delivers up to 100 TOPS of AI performance in a ready-to-deploy platform with a 128GB NVMe SSD, pre-installed JetPack, rich expansion interfaces, and a fanless enclosure that fits demanding robotics, vision, and intelligent edge workloads.

If you need a Seeed Studio reComputer for multi-camera AI, real-time video analytics, autonomous machines, smart inspection, or generative AI at the edge, the reComputer J4012 gives you the processing headroom of Jetson Orin NX 16GB without turning the system into a large industrial box. It is especially suitable for teams that want a deployable NVIDIA Jetson edge AI computer instead of building from a bare carrier board.

Features

• NVIDIA Jetson Orin NX 16GB with up to 100 TOPS AI performance for advanced edge inference.
• 1024-core NVIDIA Ampere GPU with 32 Tensor Cores for accelerated AI, vision, and deep learning workloads.
• Pre-installed JetPack and Linux BSP to reduce setup time and speed up deployment.
• 128GB NVMe SSD included through the onboard M.2 Key M slot.
• 4 x USB 3.2 Type-A, 1 x HDMI 2.1, 1 x Gigabit Ethernet, 2 x CSI, CAN, 40-pin GPIO, and UART/control header.
• M.2 Key E support for optional Wi-Fi and Bluetooth expansion.
• Fanless compact enclosure that fits edge AI, robotics, machine vision, and embedded deployments.
• Seeed Studio reComputer platform compatibility with NVIDIA Jetson software, CUDA, TensorRT, and common AI frameworks.

Specifications

Applications

• Edge AI computer vision for object detection, tracking, classification, and real-time analytics.
• Robotics and autonomous machines that need GPU acceleration, CSI cameras, CAN, and GPIO expansion.
• Smart surveillance and video analytics running multi-stream inference locally on the device.
• Industrial inspection and defect detection with high-speed inference close to the production line.
• Generative AI at the edge using NVIDIA Jetson acceleration for optimized local AI workloads.
• AI gateway and embedded edge server deployments that need a deployable Jetson platform instead of a loose module stack.

Product List

Other Content

The Seeed Studio reComputer J4012 stands out because it is already packaged as a complete NVIDIA Jetson edge AI computer. You get the Jetson Orin NX 16GB module, storage, enclosure, and the most important interfaces in one compact system, which makes the reComputer J4012 much faster to deploy than starting from a separate carrier board and loose accessories.

For teams comparing Jetson configurations, the reComputer J4012 is the high-performance option in the standard J401 family, with more memory and stronger AI throughput than lower-end variants. That makes it a strong fit for more demanding edge AI computer tasks such as multi-stream vision, robotics perception, local AI pipelines, and high-speed inference at the edge.

If you want a deeper introduction before deployment, this product also matches well with our existing guides on reComputer J4012 overview and hardware analysis and the practical comparison article on J4011 vs J4012.

If you are comparing nearby options in the same family, you can also look at reComputer J4011B for a lower-cost Orin NX 8GB option, reComputer Mini J4012 for a more compact deployment format, reComputer Super J4012 for a more advanced high-end edge AI configuration, and reComputer Industrial J4011 if your project needs a stronger industrial I/O focus.

Resources

• J401 Carrier Board Hardware Interfaces Usage
• Run Zero-Shot Detection on reComputer
• Getting Started with NVStreamer
• reComputer J401x Datasheet
• reComputer J401 Schematic
• reComputer J4012 3D File
• Seeed NVIDIA Jetson Product Catalog
• NVIDIA Jetson Devices and Carrier Boards Comparison
• Seeed NVIDIA Jetson Success Cases
• Seeed Jetson One Pager
• OpenELAB reComputer J4012 Review
• OpenELAB J4011 vs J4012 Comparison

FAQ

What Jetson module is inside this reComputer J4012?
This version uses the NVIDIA Jetson Orin NX 16GB module.

How much AI performance does the reComputer J4012 provide?
The Seeed Studio reComputer J4012 delivers up to 100 TOPS of AI computing performance.

Does this edge AI computer include storage?
Yes. It includes a 128GB NVMe SSD installed through the M.2 Key M slot.

Is Wi-Fi included?
The system provides an M.2 Key E slot for optional Wi-Fi and Bluetooth expansion, but the wireless module is not included by default.

What kinds of projects is this reComputer best for?
It is a strong fit for robotics, computer vision, smart surveillance, industrial AI, and edge inference deployments that need the performance of Jetson Orin NX 16GB.