SeeedStudio reComputer J4012: Edge AI Computer Powered by NVIDIA Jetson Orin NX

reComputer J4012 – Edge AI Computer with NVIDIA Jetson Orin NX

The NVIDIA Jetson Orin NX brings a major boost to edge AI, giving developers the power to run advanced AI models directly on-device with less dependence on the cloud. With its Ampere-architecture GPU cores and high-bandwidth LPDDR5 memory, Orin NX suits demanding fields such as robotics, medical imaging, video analytics, and autonomous systems.

Seeed Studio’s reComputer J4012, built around the 16 GB Orin NX module, delivers this performance in a compact, deployment-ready system. It streamlines prototyping and production with pre-installed software, fast NVMe storage, and versatile I/O in a rugged enclosure designed for real-world applications.

We previously covered the Palit Pandora AI Edge Computer and AAEON’s BOXER-8651AI, both powered by the NVIDIA Jetson Orin NX. We also looked at several development kits based on the same platform, including the iEP-6010E Series and the AAEON BOXER-8654AI-KIT. Feel free to check out those articles if you’re interested in exploring more Jetson Orin NX–based solutions.

reComputer J4012 – Edge AI Computer with NVIDIA Jetson Orin NX

Seeed Studio’s reComputer J4012 Specifications:

• Core Module: NVIDIA Jetson Orin NX 16GB
  • 8-core Arm Cortex-A78AE CPU @ up to 2.0 GHz
  • 1024 CUDA cores + 32 Tensor Cores (Ampere architecture GPU)
  • AI performance: up to 100 TOPS (INT8)
  • Memory bandwidth: 102.4 GB/s
• System Memory and Storage:
  • 16 GB LPDDR5 RAM
  • 128 GB NVMe SSD pre-installed
  • 1x M.2 Key M slot (NVMe storage expansion)
  • 1x M.2 Key E slot (WiFi/BT module support)
• Video and Display:
  • 1x HDMI 2.1 output
  • Video encoding: 8K @ 30fps, multiple 4K/1080p streams (H.265/H.264)
  • Video decoding: 8K @ 60fps, multi-stream 4K/1080p (H.265/H.264, VP9, AV1)
  • Dual CSI camera inputs (via FPC connectors)
• Networking:
  • Wired: Gigabit Ethernet
  • Wireless: WiFi 6 / BT 5.2 (via M.2 E-key module, optional)
• I/O Interfaces:
  • 4x USB 3.2 Gen1 Type-A
  • 1x Giabit Ethernet port
  • 40-pin expansion header (GPIO, I2C, I2S, SPI, UART)
  • 1x CAN bus interface
  • 1x RTC interface
• Power supply:
  • Input: 9-19V DC-in via DC barrel jack
  • Typical consumption: ~15–25W (depending on workload)
• Dimensions: 130 x 120 x 58.5 mm (with case)
• Operating temperature: –10 °C to +60 °C

reComputer J401 carrier board specifications

The reComputer J4012 comes pre-installed with NVIDIA JetPack 5.1.1, providing developers instant access to CUDA, TensorRT, DeepStream, TAO Toolkit, and a wide range of AI, ML, and vision libraries. Its Linux-based BSP and drivers are ready to use, enabling fast deployment of AI inference, image processing, robotics, and video analytics without complex setup. JetPack also ensures compatibility with popular frameworks, simplifying the transition from development to production.

Multi-Stream Video Analytics and Generative AI at the Edge

Powered by the NVIDIA Jetson Orin NX, the reComputer J4012 supports generative AI and multi-stream video analytics at the edge, running Vision-Language Models like LLaVA and handling up to 18×1080p30 streams with DeepStream and YOLOv8. With Seeed’s pre-configured Jetson examples, deploying models such as Llama 3, Ollama, and YOLOv8 is as simple as a single command. More details available on the wiki page.

Inside the reComputer J4012

You can purchase the reComputer J4012 (Classic version with NVIDIA Jetson Orin NX 16 GB and 128 GB NVMe SSD) directly from Seeed Studio for US $899, or find it on Amazon starting at $799.

Images courtesy of Seeed Studio.