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reComputer Rugged J4012 is a ruggedized edge box powered by NVIDIA® Jetson Orin™ NX 16GB. It is equipped with M12 and sealed connectors, providing IOs such as USB, Ethernet (including PSE), CAN, RS-232/422/485 and DI/DO. It has M.2 Key B slot for 5G modules, making it ideal to be used in ruggedized applications, such as AMR, robotics, agriculture, industrial and maritime applications. It can be directly used in 48V systems and has interfaces for most common sensors.

Ruggedized Hardware Design: Ruggedized edge AI computer with IP66 rating that can be deployed in harsh environment
Lockable and Waterproof connectors: M12 for all interfaces (Ethernet (PSE), DI, DO, RS‑232/422/485, and CAN), plus lockable/waterproof USB connectors.
Application and Benefit: Ideal for rapid development of autonomous vehicles in harsh environments(AGV, AMR,trucks), accelerating time-to-market with ready-to-use interfaces and optimized AI frameworks.
Ready to Use: Pre-installed with JetPack 5.1.3 and equipped with WiFi6 module.
Wide Operating Range: Operates reliably across a temperature range of -20°C to 60°C at 25W mode
| Module Specifications | |
| Product Name | reComputer Rugged J4012 |
| Module | NVIDIA Jetson Orin™ NX 16GB |
| AI Performance | Orin NX 16GB – 100 TOPS |
| GPU | 1024-core NVIDIA Ampere architecture GPU with 32 Tensor Cores |
| GPU Max Frequency | 918 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 |
| 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) |
| Mechanical | 69.6mm x 45mm 260-pin SO-DIMM connector |
| Storage | 1x M.2 KEY M PCIe (128G SSD included) | |
| Networking | M.2 KEY E | 1x M.2 Key E for WiFi/Bluetooth module (Module Included) |
| M.2 KEY B | 1x M.2 Key B for 5G module | |
| SIM | 1x Nano-SIM slot | |
| Ethernet | 5x RJ-45 Gigabit Ethernet (4x PSE, all M12) | |
| I/O | USB | 4x USB 3.0 Type-A (5Gbps) 1x USB 3.0 Type-C (Recovery) 1x USB 2.0 Type-C (Debug) |
| CAN | 2x CAN (M12) | |
| Display | 1x HDMI | |
| DI/DO | 2x DI, 2x DO (M12) | |
| Serial | 1x RS-232/422/485 (M12) | |
| RTC | 1x RTC 2-pin 1x RTC Socket (CR1220 Battery Included) |
|
| LED | 2x LED (PWR, SSD) | |
| Button | 1x Recovery 1x RESET |
|
| Antenna Hole | 4x Antenna Hole | |
| Power | 19-48V M12 A-code connector | |
| Jetpack Version | Jetpack 5.1.3 | |
| Mechanical | Dimensions (W x D x H) | 210mm*190mm*95mm (Bottom Panel is 250mm * 210mm) |
| Weight | 3.5kg | |
| Installation | Desk, Wall-mounting | |
| Operating Temperature | -20℃~60℃ (25W Mode) | |
| Warranty | 2 Years | |
| Certification (Pending) |
RoHS, CE, FCC | |


Outdoor video analytics

For outdoor video analytics and monitoring, equipment must operate reliably outdoors despite constant exposure to UV radiation, moisture, temperature fluctuations, and mechanical vibration. With its IP66-rating enclosure, reComputer Rugged can be used in outdoor environments for such purposes. Paired with computing power of NVIDIA Jetson Orin modules, reComputer Rugged J40 is a powerful edge AI gateway for remote monitoring stations.
Autonomous Logistics

Outdoor AMRs are increasingly deployed in urban and facility management environments to perform autonomous security patrols and last-mile delivery services. These multi-purpose robots are designed to navigate seamlessly through both indoor and outdoor environments. Therefore they need reComputer Rugged with NVIDIA® Jetson Orin™ as brain of AI-powered navigation systems that combine LiDAR, ultrasonic sensors, cameras, and GPS to map complex environments and avoid pedestrians, vehicles, and obstacles in real-time.
Seeed NVIDIA Jetson Product Catalog
Seeed Nvidia Jetson Success Cases
| Jetson Orin™ NX 16GB module | x 1 |
| Seeed Carrier Board (reComputer Rugged J401) | x 1 |
| 128GB NVMe SSD | x 1 |
| Aluminum Case and Heatsink | x 1 |
| Waterproof USB Cable; Type A to Type A | x 1 |
| M12 A-code Power Cable | x 1 |
| M12 A-code 8-pin Cable | x 1 |
| M12 X-code to RJ45 Cable | x 1 |
| Terminal Block female | x 1 |
| Terminal Block male | x 1 |
| DC Power cable | x 1 |
| USB Type-C to Type-A Cable | x 1 |
| User Manual | x 1 |
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reComputer Rugged J4012 is a ruggedized edge box powered by NVIDIA® Jetson Orin™ NX 16GB. It is equipped with M12 and sealed connectors, providing IOs such as USB, Ethernet (including PSE), CAN, RS-232/422/485 and DI/DO. It has M.2 Key B slot for 5G modules, making it ideal to be used in ruggedized applications, such as AMR, robotics, agriculture, industrial and maritime applications. It can be directly used in 48V systems and has interfaces for most common sensors.

Ruggedized Hardware Design: Ruggedized edge AI computer with IP66 rating that can be deployed in harsh environment
Lockable and Waterproof connectors: M12 for all interfaces (Ethernet (PSE), DI, DO, RS‑232/422/485, and CAN), plus lockable/waterproof USB connectors.
Application and Benefit: Ideal for rapid development of autonomous vehicles in harsh environments(AGV, AMR,trucks), accelerating time-to-market with ready-to-use interfaces and optimized AI frameworks.
Ready to Use: Pre-installed with JetPack 5.1.3 and equipped with WiFi6 module.
Wide Operating Range: Operates reliably across a temperature range of -20°C to 60°C at 25W mode
| Module Specifications | |
| Product Name | reComputer Rugged J4012 |
| Module | NVIDIA Jetson Orin™ NX 16GB |
| AI Performance | Orin NX 16GB – 100 TOPS |
| GPU | 1024-core NVIDIA Ampere architecture GPU with 32 Tensor Cores |
| GPU Max Frequency | 918 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 |
| 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) |
| Mechanical | 69.6mm x 45mm 260-pin SO-DIMM connector |
| Storage | 1x M.2 KEY M PCIe (128G SSD included) | |
| Networking | M.2 KEY E | 1x M.2 Key E for WiFi/Bluetooth module (Module Included) |
| M.2 KEY B | 1x M.2 Key B for 5G module | |
| SIM | 1x Nano-SIM slot | |
| Ethernet | 5x RJ-45 Gigabit Ethernet (4x PSE, all M12) | |
| I/O | USB | 4x USB 3.0 Type-A (5Gbps) 1x USB 3.0 Type-C (Recovery) 1x USB 2.0 Type-C (Debug) |
| CAN | 2x CAN (M12) | |
| Display | 1x HDMI | |
| DI/DO | 2x DI, 2x DO (M12) | |
| Serial | 1x RS-232/422/485 (M12) | |
| RTC | 1x RTC 2-pin 1x RTC Socket (CR1220 Battery Included) |
|
| LED | 2x LED (PWR, SSD) | |
| Button | 1x Recovery 1x RESET |
|
| Antenna Hole | 4x Antenna Hole | |
| Power | 19-48V M12 A-code connector | |
| Jetpack Version | Jetpack 5.1.3 | |
| Mechanical | Dimensions (W x D x H) | 210mm*190mm*95mm (Bottom Panel is 250mm * 210mm) |
| Weight | 3.5kg | |
| Installation | Desk, Wall-mounting | |
| Operating Temperature | -20℃~60℃ (25W Mode) | |
| Warranty | 2 Years | |
| Certification (Pending) |
RoHS, CE, FCC | |


Outdoor video analytics

For outdoor video analytics and monitoring, equipment must operate reliably outdoors despite constant exposure to UV radiation, moisture, temperature fluctuations, and mechanical vibration. With its IP66-rating enclosure, reComputer Rugged can be used in outdoor environments for such purposes. Paired with computing power of NVIDIA Jetson Orin modules, reComputer Rugged J40 is a powerful edge AI gateway for remote monitoring stations.
Autonomous Logistics

Outdoor AMRs are increasingly deployed in urban and facility management environments to perform autonomous security patrols and last-mile delivery services. These multi-purpose robots are designed to navigate seamlessly through both indoor and outdoor environments. Therefore they need reComputer Rugged with NVIDIA® Jetson Orin™ as brain of AI-powered navigation systems that combine LiDAR, ultrasonic sensors, cameras, and GPS to map complex environments and avoid pedestrians, vehicles, and obstacles in real-time.
Seeed NVIDIA Jetson Product Catalog
Seeed Nvidia Jetson Success Cases
| Jetson Orin™ NX 16GB module | x 1 |
| Seeed Carrier Board (reComputer Rugged J401) | x 1 |
| 128GB NVMe SSD | x 1 |
| Aluminum Case and Heatsink | x 1 |
| Waterproof USB Cable; Type A to Type A | x 1 |
| M12 A-code Power Cable | x 1 |
| M12 A-code 8-pin Cable | x 1 |
| M12 X-code to RJ45 Cable | x 1 |
| Terminal Block female | x 1 |
| Terminal Block male | x 1 |
| DC Power cable | x 1 |
| USB Type-C to Type-A Cable | x 1 |
| User Manual | x 1 |
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