J4011 vs J4012: Which Seeed Studio reComputer Is Right For Your AI Needs?

The Seeed Studio reComputer Industrial J4011 Fanless Jetson Orin™ NX 8GB and J4012 Fanless AI Jetson Orin™ NX 16GB are robust, fanless edge computing solutions powered by NVIDIA Jetson Orin™ NX modules. Designed for industrial applications, these computers offer exceptional AI performance in a compact and rugged form factor. They are ideal for applications such as AI video analytics, machine vision, autonomous mobile robots (AMR), and generative AI at the edge.
Seeed Studio reComputer Industrial J4011

Seeed Studio reComputer Industrial J4011

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Seeed Studio reComputer Industrial J4012

Seeed Studio reComputer Industrial J4012

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Seeed Studio reComputer Industrial J4011 Fanless Jetson Orin™ NX 8GB
The J4011 is an industrial-grade edge computer that integrates the Jetson Orin™ NX module, delivering up to 70 TOPS of AI performance. It features 8GB of LPDDR5 memory, making it suitable for a wide range of AI tasks.
Seeed Studio reComputer Industrial J4012 Fanless AI Jetson Orin™ NX 16GB
The J4012 builds upon the J4011 by offering increased AI capabilities with 100 TOPS of performance. It comes equipped with 16GB of LPDDR5 memory, making it well-suited for more demanding AI applications such as generative AI and multi-stream video analytics.

Similarities

Both the reComputer Industrial J4011 and J4012 share several key features that make them excellent choices for industrial AI applications:
  • Fanless Design: Both models feature a fanless design with a passive heatsink, ensuring reliable operation in harsh environments.
  • NVIDIA Jetson Orin™ NX: Both are powered by the NVIDIA Jetson Orin™ NX module, offering excellent AI performance and energy efficiency.
  • Connectivity: They offer rich connectivity options, including dual Gigabit Ethernet (one with PoE), multiple USB ports, DI/DO, COM, HDMI, and M.2 slots for storage and expansion.
  • Industrial-Grade Design: Designed for industrial environments, both support a wide operating temperature range and offer various mounting options (desk, DIN rail, wall, VESA).
  • Software Support: They support the NVIDIA JetPack SDK, providing a comprehensive suite of tools and libraries for AI development and deployment.
  • Storage: Both come with a 128G M.2 NVMe 2280 SSD

Differences

The primary differences between the J4011 and J4012 lie in their AI performance, memory capacity, and CPU Cores:
Feature reComputer Industrial J4011 reComputer Industrial J4012
AI Performance 70 TOPS 100 TOPS
Memory 8GB LPDDR5 16GB LPDDR5
CPU 6-core Arm® Cortex®-A78AE 8-core Arm® Cortex®-A78AE v8.2 64-bit

 

Advantages

Feature reComputer Industrial J4011 reComputer Industrial J4012
AI Performance/Use Cases Suitable for entry-level AI tasks, edge inference, machine vision, and AI video analytics. Ideal for applications where cost-effectiveness is a priority. Best for demanding AI workloads, generative AI, multi-stream video analytics, and complex AI models. Excellent for applications requiring high performance and large memory capacity.
Generative AI Capability Capable of Bringing Generative AI to the Edge Capable of Bringing Generative AI to the Edge
Computer Vision Build Multi-streams AI Video Analytics and Fastest Way to Deploy Generative AI and Computer Vision Models including Ollama, Llama3; computer vision including YOLOv8 Build Multi-streams AI Video Analytics and Fastest Way to Deploy Generative AI and Computer Vision Models including Ollama, Llama3; computer vision including YOLOv8

 

Detailed Comparison Table

Specification reComputer Industrial J4011 Fanless Jetson Orin™ NX 8GB reComputer Industrial J4012 Fanless AI Jetson Orin™ NX 16GB
Jetson Module Jetson Orin NX Jetson Orin NX
AI Performance 70 TOPS 100 TOPS
GPU 1024-core NVIDIA Ampere architecture GPU with 32 Tensor Cores 1024-core NVIDIA Ampere architecture GPU with 32 Tensor Cores
CPU 6-core Arm® Cortex®-A78AE 8-core Arm® Cortex®-A78AE v8.2 64-bit
Memory 8GB 128-bit LPDDR5 16GB 128-bit LPDDR5
Video Decode 1x 8K30 (H.265), etc. 1x 8K30 (H.265), etc.
Video Encode 1x 4K60 (H.265), etc. 1x 4K60 (H.265), etc.
DL Accelerator 2x NVDLA v2 2x NVDLA v2
Storage 1x M.2 Key M PCIe Gen4.0 SSD (128G NVMe) 1x M.2 Key M PCIe Gen4.0 SSD (128G NVMe)
Ethernet 2x RJ45 GbE (1x PoE) 2x RJ45 GbE (1x PoE)
Wi-Fi/Bluetooth Support SMD (Customizable) Support SMD (Customizable)
M.2 Key B 1x (4G/5G Module Optional) 1x (4G/5G Module Optional)
USB 3x USB3.2, 2x USB2.0 Type C 3x USB3.2, 2x USB2.0 Type C
DI/DO 4x DI, 4x DO 4x DI, 4x DO
COM 1x DB9 (RS232/RS422/RS485) 1x DB9 (RS232/RS422/RS485)
Display 1x HDMI 2.0 1x HDMI 2.0
SIM 1x Nano SIM 1x Nano SIM
Fan Fanless (Passive Heatsink) Fanless (Passive Heatsink)
Power Supply DC 12V-24V DC 12V-24V
Dimensions 159mm x 155mm x 57mm 159mm x 155mm x 57mm
Operating Temperature -20 ~ 60°C -20 ~ 60°C
Mounting Desk, DIN rail, Wall, VESA Desk, DIN rail, Wall, VESA

 

FAQs

1.What operating system is pre-installed on the reComputer Industrial J4011 and J4012?

Both come with the NVIDIA JetPack SDK, which includes Ubuntu Linux.

2.Can I connect a 4G or 5G module to these devices?

Yes, both have an M.2 Key B slot for optional 4G/5G module installation.

3.Do these computers support Wi-Fi and Bluetooth?

Both support SMD Wi-Fi/Bluetooth through customized production. Contact Seeed Studio for more details.

4.What is the power consumption of these devices?

The power consumption varies depending on the workload but is generally energy-efficient due to the Jetson Orin™ NX module.

5.What type of applications are these reComputers best suited for?

They are well-suited for AI video analytics, machine vision, autonomous mobile robots (AMR), generative AI, and other edge computing applications. The J4012 is better for more demanding tasks due to its higher AI performance and memory capacity.

This detailed comparison should help users understand the nuances between the Seeed Studio reComputer Industrial J4011 and J4012, enabling them to make an informed decision based on their specific application requirements.

 

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