Seeed Studio reComputer Robotics J4012 is a high‑performance compact edge AI system designed for rapid robotics prototyping and deployment. Powered by up to 157 TOPS of AI compute and equipped with extensive I/O connectivity including USB, Ethernet, CSI, and CAN, it supports smooth multi‑sensor integration for diverse industrial and automation use cases. With a 12–54V DC wide‑range input and JetPack 6.2 + Linux BSP pre‑installed, the J4012 is ready for plug‑and‑play integration into advanced robotic platforms.
Features
- Compact Yet Powerful Hardware: Delivers up to 157 TOPS AI acceleration using the NVIDIA Jetson Orin NX module, all in a small footprint.
- Comprehensive Interfaces for Robotics: Dual RJ45, M.2 expansion for 5G/Wi‑Fi/BT, six USB 3.2 ports, two CAN channels, optional GMSL2, plus I2C and UART, making it a versatile robotic controller.
- Ready‑to‑Use Software Stack: Ships with JetPack 6.2 and Linux BSP, enabling immediate development without extra setup.
- Accelerated Robotics Development: Perfect for building autonomous robots quickly, reducing time‑to‑market with optimized AI frameworks and accessible interfaces.
- Durable Power & Thermal Engineering: Stable operation from –20 °C to 60 °C at 25 W, and up to 55 °C in MAXN mode, supported by a wide 19–54 V DC input for reliable use in mobile and industrial environments.
Jetson Module Performance in Super Mode
- Advanced power efficiency
- Optimized high frame‑rate computing
- Lower inference latency
Specification
| Module | |
|
| reComputer R o bo t i c s J4012 |
| Applications Processor(AP) | NVIDIA Jetson Orin™ NX 16GB |
| AI Performance | Orin NX 16GB – 157 TOPS (MAXN) |
| GPU | 1024-core NVIDIA Ampere architecture GPU with 32 Tensor Cores |
| GPU Max Frequency | 1173 MHz |
| CPU | 8-core NVIDIA Arm® Cortex A78AE v8.2 64-bit CPU 2MB L2 + 4MB L3 |
| CPU Max Frequency | 2.0 GHz |
| DL Accelerator | 2 x NVDLA v2.0 |
| DL Max Frequency | 1.23 GHz |
| Vision Accelerator | 1 x PVA v2.0 |
| Memory | 16GB 128-bit wide LPDDR5 DRAM 102.4GB/s |
| Power | 10W - 15W - 25W - 40W |
| Video Encode | 1x 4K60 (H.265) 3x 4K30 (H.265) 6x 1080p60 (H.265) 12x 1080p30 (H.265) |
| Video Decode | 1x 8K30 (H.265) 2x 4K60 (H.265) 4x 4K30 (H.265) 9x 1080p60 (H.265) 18x 1080p30 (H.265) |
| CSI camera | Up to 4 cameras (8 via virtual channels) 8 lanes MIPI CSI-2 D-PHY 2.1 (up to 20Gbps) |
| Mechanical | 69.6mm x 45mm 260-pin SO-DIMM connector |
| Carri e r B o a r d | ||
| Storage | 1x M.2 KEY M PCIe | |
| Networking | M.2 KEY E | 1x M.2 Key E for WiFi/Bluetooth module |
| M.2 KEY B | 1x M.2 Key B for 5G module | |
| Ethernet | 2x RJ-45 Gigabit Ethernet | |
| I/O | USB | 6x USB 3.2 Type-A (5Gbps) 1x USB 3.0 Type-C (Host/DP 1.4) 1x USB 2.0 Type-C (Device Mode Only for Reflash/Debug) |
| CAN | 2x CAN0 (XT30(2+2)) 3x CAN1 (4-Pin GH-1.25 Header) | |
| Display | 1x DP1.4 (Type C Host) | |
| UART | 1 x UART 4-Pin GH-1.25 Header | |
| I2C | 2x I2C 4-Pin GH-1.25 Header | |
| Fan | 1x 4-Pin Fan Connector (5V PWM) 1x 4-Pin Fan Connector (12V PWM) | |
| Extension Port | 1x Camera Expansion Header (for GMSL2 board, not included) | |
| RTC | 1x RTC 2-pin 1x RTC Socket | |
| LED | 3x LED (PWR, ACT and User LED) | |
| Pinhole Button | 1x PWR 1x RESET | |
| DIP Switch | 1x REC | |
| Antenna Hole | 5x Antenna Hole | |
| Power | 19-54V XT30(2+2) (XT30 to 5525 DC Jack Cable included) | |
| Jetpack Version | Jetpack 6.2 | |
| Mechanical | Dimensions (W x D x H) | 115mm x 115mm x 38mm |
| Weight | 200g | |
| Installation | Desk, Wall-mounting | |
| Operating Temperature | -20℃~60℃ (25W Mode) -20℃~55℃ (MAXN Mode) (with reComputer Robotics heat sink with fan) | |
| Warranty | 2 Years | |
| Certification (Pending) | RoHS, REACH, CE, FCC, KC | |
Hardware Overview
Application
The NVIDIA AI software stack is designed for accelerate AI application and deployment:
Designed for Edge AI Computer Vision Applications:
Jetson Platform Services provide a platform to simplify development, deployment and management of Edge AI applications on NVIDIA Jetson like BEV sensing demo with 4 USB cameras.
Designed for demanding AI applications：
Such as AMR, smart retail, industrial automation, and video surveillance, smart video analysis scenario
We have Jetson-example prepared for you! It offers one-line deploy projects edge AI applications of generative AI including Ollama, Llama3; computer vision including YOLOv8, and others . We have configured all environment for you to provides single command deployment of projects.
Documents
Part List
| Items | Quantity |
| Jetson Orin™ NX 16GB module | x 1 |
| Seeed Carrier Board (reComputer Robotics J401) | x 1 |
| 128GB NVMe SSD | x 1 |
| Aluminum Case and Heatsink with Fan | x 1 |
| USB Cable; Type A to Type C | x 1 |
| XT30 to DC cable | x1 |
| User Manual | x 1 |