Seeed Studio reComputer Mini J4012 is a compact yet powerful edge AI computer built with the NVIDIA® Jetson Orin™ NX 16GB module, delivering up to 100 TOPS of AI performance. Designed for developers, researchers, and solution providers, it enables efficient deployment of advanced AI workloads in robotics, computer vision, and industrial IoT applications—all in a small, reliable form factor.
Feature
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High-performance AI computing: Jetson Orin NX 16GB with up to 100 TOPS
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Pre-installed JetPack for immediate AI development and deployment
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Rich connectivity: USB 3.2, HDMI, Gigabit Ethernet, CAN bus, and 40-pin GPIO
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Flexible expansion: M.2 Key E for Wi-Fi/BT, M.2 Key M for SSD, mini-PCIe for LTE modules
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Compact design: Mini edge box form factor for easy integration into robotics and AI vision systems
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Efficient cooling: Ensures stable operation under demanding workloads
Specification
| Jetson Orin System on Module | |||
| AI Performance | reComputer Mini J4012 - Orin NX 16GB, 100 TOPS | reComputer Mini J3011- Orin Nano 8GB – 40 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 Nano 8GB) | |
| Memory | 16GB 128-bit LPDDR5 (Orin NX 16GB) | 8GB 128-bit LPDDR5 (Orin NX 8GB) | |
| Video Encode | 1x 8K30 (H.265) | 2x 4K60 (H.265) | 4x 4K30 (H.265) | 9x 1080p60 (H.265) | 18x 1080p30 (H.265) | 1080p30 supported by 1-2 CPU cores | |
| Video Decode | 1x 8K30 (H.265) 2x 4K60 (H.265) 4x 4K30 (H.265) 9x 1080p60 (H.265) 18x 1080p30 (H.265) | 1x 4K60 (H.265) 2x 4K30 (H.265) 5x 1080p60 (H.265) 11x 1080p30 (H.265) | |
| DL Accelerator | 2x NVDLA v2 | / | |
| Carrier Board | |||
| Storage | 1x M.2 Key M PCIe (M.2 NVMe 2242 SSD 128G included) | ||
| Networking | M.2 KEY E | 1x M.2 Key E for WiFi/Bluetooth module | |
| I/O | USB | 2x USB 3.2 Type-A (10Gbps); 1x USB 2.0 Micro-B (Device Mode); 1x USB 3.2 Type-C (Host Mode); 1x USB 2.0 JST-5pin (Host Mode); | |
| UART | 1x UART 1x Debug Uart | ||
| Display | 1x DP 1.4 (included in Type-C conenctor) | ||
| Fan | 1x 4 pin Fan Connector (5V PWM) | ||
| Button | 1x Reset Button; 1x Recovery Button | ||
| Extension Port | 2x 60 pin High Speed Connector (For extension board) 1x 10 pin Power Connector (For extension board) | ||
| RTC | 1x RTC 2-pin | ||
| Power | 1 x XT30 Connector (12-54V DC) | ||
| Mechanical | Dimensions (W x D x H) | 63mm x 95mm x 42mm (Without Extension) | |
| Weight | 345g (Without Extension) | ||
| Installation | Desk, wall-mounting | ||
| Operating Temperature | -10℃~50℃ | ||
| Warranty | 1 Year | ||
Hardware Overview
Desktop, wall Mount, expandable, or fit in anywhere
Application
● Robotic Control with Edge AI
- Generative AI at the Edge for Robotics
With the power of Vision-Language Models (VLM) such as LLaVA, developers can now build AI agents capable of processing massive amounts of live or archived video and image data. These Edge AI agents enable industries to summarize, search, and extract actionable insights from video streams using natural language, accelerating robotic control and computer vision applications.
- Multi-stream AI Video Analytics with Jetson Orin NX
For advanced AI video analytics, the NVIDIA Jetson Orin NX integrates the Multi-Standard Video Decoder. This decoder accelerates video processing across multiple formats, supporting SD, HD, 4K, and even 8K content. The reComputer J4012 can handle up to 18×1080p30 video streams simultaneously. See our benchmark results for YOLOv8 DeepStream performance on single and multi-model multi-stream deployments.
- Deploy Generative AI and Computer Vision Models Faster
We provide ready-to-use Jetson examples for developers. These resources enable one-line deployment of Edge AI applications, including Generative AI models like Ollama and Llama3, and Computer Vision frameworks such as YOLOv8. The environment is fully configured to support single-command deployment, making it the fastest way to launch Generative AI and video analytics projects on Jetson Orin NX.
Documents
Part List
| reComputer Mini J4012 | x1 |
| Antenna | x2 |
| xt30 to DC power connector | x1 |