Seeed Studio reServer Industrial J4012 is a compact, fanless edge AI server built for demanding industrial environments. Equipped with the NVIDIA Jetson Orin NX 16GB SoM , it provides 100 TOPS of AI computing power , enabling real‑time video analytics, intelligent monitoring, and advanced robotics control.
Features
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High AI Performance: Powered by Jetson Orin NX 16GB with 1024‑core NVIDIA Ampere GPU and 32 Tensor Cores.
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Fanless Industrial Design: Passive cooling ensures reliable operation in harsh conditions (–20 °C to 60 °C).
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Rich I/O Interfaces:
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5× RJ45 GbE ports (including 4× PoE for cameras and sensors)
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2× SATA drive bays for 2.5" HDD/SSD
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1× RS232/RS422/RS485, 4× DI/DO, 1× CAN
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USB 3.1/2.0, HDMI, M.2, Mini PCIe for expansion
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Smart Storage: Supports selective recording and uploading, optimizing storage efficiency.
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Pre‑installed Software: Ships with JetPack and Linux BSP, ready for immediate deployment.
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Flexible Mounting: Desk, DIN rail, or VESA installation options.
Specifications
| Jetson Orin NX 16GB System on Module | ||
| AI Performance | reServer Industrial J4012 - Orin NX 16GB, 100 TOPS | reServer Industrial J4011- Orin NX 8GB – 70 TOPS |
| GPU | 1024-core NVIDIA Ampere architecture GPU with 32 Tensor Cores | |
| CPU | 8-core Arm® Cortex®-A78AE v8.2 64-bit CPU (Orin NX 16GB) | 6-core Arm® Cortex®-A78AE (Orin NX 8GB) |
| Memory | 16GB 128-bit LPDDR5 (Orin NX 16GB) | 8GB 128-bit LPDDR5 (Orin NX 8GB) |
| 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) | |
| DL Accelerator | 2x NVDLA v2 | 1x NVDLA v2 |
| Carrier Board | ||
| Storage | 1x M.2 Key M PCIe (M.2 NVMe 2280 SSD 128G included) | |
| I/O | Ethernet | 1x RJ45 GbE (10/100/1000M) |
| 4x RJ45 GbE PoE(PSE 802.3 af 15 W, 10/100/1000Mbps) | ||
| USB | 4x USB3.1 Type A, 2x USB2.0 Type C | |
| DI/DO | 4x DI, 4x DO, 3x GND_DI, 2x GND_DO, 1x GND_ISO, 1x CAN | |
| Display | 1x HDMI 1.4 | |
| Fan | 1x 4 pin Fan Connector (5V PWM) | |
| COM | 1x DB9 (RS232/RS422/RS485) | |
| SATA | 2x Drive Bays to support 2.5" SATA HDD/SSD(SATA III 6.0Gbps) | |
| SIM | 1x Nano SIM card slot | |
| Button | Reset Button, Recovery Button | |
| Expansion | RTC | 1x RTC 2-pin, supports CR1220 but not included |
| Mini PCIe | 1x Mini PCIe for LoRaWAN®/4G/Series Wireless (Module optional) | |
| M.2 Key B | 1x M.2 Key B (3042/3052) support 4G/5G (Module optional) | |
| Fan | Fanless, passive heatsink; 1x Fan connectors(5V PWM) | |
| TPM | 1x TPM 2.0 connector (Module optional) | |
| Power | DC 12V-36V Terminal block 2 pin | |
| Mechanical | Dimensions (W x D x H) | 194.33mm x 187mm x 95.5mm |
| Installation | Desk, DIN rail, VESA | |
| Weight | 2.8kg | |
| Operating Temperature | -20 ~ 60°C with 0.7m/s | |
| Operating Humidity | 95% @ 40 °C (Non-condensing) | |
| Storage temperature | -40 ~ 85°C | |
| Storage humidity | 60°C@ 95% RH(Non-condensing) | |
| Vibration | 3 Grms @ 5 ~ 500 Hz, random, 1 hr/axis | |
| Shock | 50G peak acceleration (11 msec. duration,eMMC,microSD,or mSATA) | |
| Warranty | 2 Years | |
Hardware Overview
Full System Architecture
Industrial Carrier Board Layout
Application
- Enhance AI functions for existing cameras and VMS
Powered by the NVIDIA Jetson Orin NX 16GB processor, delivering up to 100 TOPS of AI compute, capable of handling multiple video streams simultaneously. The reServer allows you to apply advanced filters to extract valuable insights from large volumes of footage.
- Intelligent Storage Management
Save and upload only critical recordings for deeper analysis. With dual 2.5-inch drive bays, the reServer Industrial offers generous storage capacity, ensuring scalability for growing data demands.
- Easy Custom Analytics Creation
- Pre-configured AI solutions ready to use
CVEDIA-RT provides a variety of AI models including face recognition, vehicle and people detection, crowd analysis, and more.
- Design video analytics workflows without coding
Quickly build personalized video analytics applications using Lumeo 's intuitive drag-and-drop interface.
- Complete Computer Vision Development Pipeline
Our wiki guides you through computer vision software and development tools at every stage of your project.
- collect data for training
- annotate datasets
- train AI models
- optimize models for edge deployment
- deploy models on the device
- manage remotely
Documents
Part List
| reServer Industrial J4012 (System Installed) | x 1 |
| DIN rail bracket | x 1 |
| Bracket screw | x 10 |
| 16-Pin Terminal block for DIO | x1 |
| 24V/5A Power adapter (without power cord) | x 1 |
| 2-Pin Terminal block power connector | x 1 |
Note: Please note that the product comes with a power adapter, but does not include a AC cloverleaf power cord. Kindly purchase the appropriate AC cloverleaf power cord based on your local power socket specifications.