Overview

Product Introduction

The CamThink Edge AI Box NeoEdge NG4500 series delivers powerful edge computing capabilities, integrating NVIDIA® Jetson Orin™ NX or Nano core modules while being compatible with the NVIDIA Super Developer Kit, fully unleashing the computational performance of Jetson Orin™. Compared to previous-generation products without NVIDIA Super Developer Kit support, it achieves up to 1.7x performance improvement. Beyond deploying common visual AI applications, it efficiently runs various mainstream generative AI models, including large language models (LLMs), vision language models (VLMs), and multimodal large language models (MLLMs). Additionally, the NG4500 supports multiple physical interfaces and expandable communication modules (WiFi/4G/5G), enabling flexible adaptation to diverse edge computing scenarios for device-to-device communication and edge-to-cloud collaboration. It finds extensive applications in robotic systems, intelligent vehicle terminals, smart factory computing centers, and AI edge computing gateways. Its industrial-grade design ensures stable operation in environments ranging from -20°C to 60°C, offering exceptional reliability to meet diverse scenario requirements.

NVIDIA Super Developer Kit Support

The NeoEdge NG4500 series supports the NVIDIA Super Developer Kit, delivering significant performance improvements across numerous mainstream large language models (LLMs), vision language models (VLMs), and vision transformers (ViTs) compared to previous-generation products. Purchasing the CamThink Edge AI Box NeoEdge NG4500 series allows you to experience the latest performance and features. For more details on upgrade features, refer to Jetson Orin Super Developer Kit.

Large Language Models

LLM performance improvement on NVIDIA Super Developer Kit

Vision Language Models

VLM performance improvement on NVIDIA Super Developer Kit

Vision Transformers

ViT performance improvement on NVIDIA Super Developer Kit

High-Performance AI Platform

Built on NVIDIA Jetson Orin series modules, delivering 20-157 TOPS of powerful AI computing with up to 1024 CUDA cores and 32 Tensor cores. Supports the complete JetPack 6.0 development suite, pre-installed with CUDA, TensorRT, and other toolchains, compatible with mainstream AI frameworks. Ideal for computer vision, robotics, edge computing gateways, and other edge AI applications.

• Equipped with NVIDIA Jetson Orin series modules, offering tiered AI performance:

  • Standard Mode: 20 TOPS (NG4510) → 100 TOPS (NG4521).
  • SUPER Mode (INT8): 34 TOPS → 157 TOPS.

• Heterogeneous computing architecture:

  • GPU: Up to 1024 NVIDIA® CUDA® cores + 32 Tensor cores.
  • CPU: 8-core Arm® Cortex®-A78AE v8.2 (64-bit) @ 2.0GHz.
  • Memory: LPDDR5 up to 16GB, bandwidth up to 102GB/s.

• Pre-installed NVIDIA JetPack 6.0+ SDK, including complete development environment with CUDA, cuDNN, TensorRT, DeepStream, etc. For system features, see Jetpack SDK 6.0. For system flashing instructions, refer to the System Flashing Guide provided in this wiki.

Rich Hardware Interfaces

The NG4500 offers extensive interface capabilities to meet various industrial and edge computing scenario requirements. For usage tutorials, see Hardware Interface Usage Guide.

• Gigabit Network Connectivity: Features dual gigabit Ethernet ports for stable and reliable network communication, suitable for industrial communication and edge computing applications, capable of simultaneously processing up to 16 video streams (depending on model).

• Abundant USB Ports: Includes 4×USB 3.1 + 1×Type-C (USB 3.2) ports for high-speed data transfer, supporting external cameras, storage devices, and other USB peripherals.

• Industrial-Grade Communication Protocols: Built-in RS232, RS485, CAN bus interfaces for seamless integration with industrial-grade devices, meeting stringent communication requirements with anti-interference design for complex electromagnetic environments.

• Automation Control Applications: Features DI/DO interfaces for digital signal input/output, enabling automation control and logic judgment.

• HDMI Output: HDMI port supporting 4K display.

• 3.5mm Audio Jack: Supports microphone input and audio output.

• 6×SMA Antenna Ports: Supports external high-gain antennas.

  

Expandability and Flexibility

The NG4500 carrier board provides powerful storage and communication expansion capabilities, along with other interfaces to meet various application scenario requirements. For module installation and usage, see Hardware PCBA Usage Guide.

• NVMe SSD Storage Expansion: Supports M.2 Key M PCIe 4.0 SSD, compatible with 2280 NVMe SSDs (pre-installed 256GB/512GB/1TB), accommodating 256GB to 1TB or larger NVMe SSDs for massive data storage. An additional M.2 Key M (PCIe×1 Gen3) slot allows for a second SSD.

• Wireless Communication Expansion: M.2 Key B and Key E interfaces support various wireless communication modules for diverse edge wireless communication needs.

  • 4G/5G/Wi-Fi Halow Expansion: Via M.2 Key B slot (supports 2242/2252 modules) for flexible cellular network or Wi-Fi Halow expansion.
  • Wi-Fi 6/Bluetooth 5.0: Via M.2 Key E slot (2230 specification) for high-speed wireless connectivity.
  • Nano SIM Slot: Compatible with SIM cards for 4G/5G modules.

• RTC Real-Time Clock: Built-in CR2032 battery.

• Video Module Interface: Supports 4-lane MIPI×2 camera interfaces, allowing simultaneous connection of multiple high-resolution industrial cameras on the carrier board for various edge scenario applications.

  

Durability and Reliability

Designed for harsh industrial environments, this edge computing device adheres to industrial-grade manufacturing standards, ensuring long-term stable operation under adverse conditions. For installation and deployment instructions, see Device Installation and Deployment.

• Industrial-Grade Power Design: Wide voltage input (12V-36V DC), adaptable to industrial voltage fluctuations, with peak power of 120W to meet high-performance computing needs. Built-in multi-protection circuits (overvoltage/overcurrent/reverse polarity protection) ensure stable support for SUPER mode continuous operation.

• Compact and Rugged Structure: Device dimensions of 160mm × 125mm × 75mm, all-metal enclosure, supporting desktop placement, wall mounting, and DIN rail mounting.

• Excellent Environmental Adaptability: Fanless passive cooling architecture and wide-temperature design, operating temperature range of -25°C to 60°C, storage temperature range of -40°C to 85°C, suitable for various industrial environments.

  

Product Information

Product Specifications

The NG4500 series product and carrier board specifications are as follows:

Feature	NG4510/NG4511		NG4520/NG4521
	NG4510	NG4511	NG4520	NG4521
NVIDIA Jetson Module	Jetson Orin Nano 4GB	Jetson Orin Nano 8GB	Jetson Orin NX 8G	Jetson Orin NX 16G
AI Performance	20 TOPS	40 TOPS	70 TOPS	100 TOPS
AI Performance (SUPER)	34 INT8 TOPs	67 INT8 TOPs	117 INT8 TOPs	157 INT8 TOPs
GPU	512 NVIDIA® CUDA® cores 16 Tensor cores		1024 NVIDIA® CUDA® cores 32 Tensor cores
CPU	6-core Arm® Cortex® A78AE (64-bit) HMP 2x Clusters		8-core Arm® Cortex® A78AE v8.2 (64-bit) HMP 2x Clusters
DRAM SIZE	4G	8G	8G	16G
DRAM BW	64-bit LPDDR5 DRAM 34 GB/s | 51 GB/s		128-bit LPDDR5 DRAM 3200 MHz 102 GB/s
OS	Linux
Button	1 x Power Button, 1 x Reset Button
Ethernet	2 x RJ45 (1000Mbps Ethernet)
USB	4 x USB3.1, 1 x Type-C 4x Type-A(USB3.1), 1x Type-C(USB3.2)
I/O Connector	4 x DI, 4 x DO, 4 x GND_DI, 4 x GND_DO, 1 x CAN, 1 x RS232, 1 x RS485, 1 x DC 5V Power
HDMI	1 x HDMI
Audio	1 x Audio Jack (Mic Input + Audio L/R output)
SIM Card Slot	1 x Nano SIM Slot
RTC	CR2032 RTC Battery
FAN	1 x Fan Connector (5V PWM)
M.2 Key B	M.2 Key B 2242/2252 support 4G/5G
M.2 Key E	M.2 Key E 2230 support Wi-Fi/Bluetooth
Storage	1 x M.2 Key M PCIe4_Gen3 SSD (NVMe 2280 SSD 128G/256G/512G/1T included) 1 x M.2 Key M PCIe1_Gen3 SSD
Power Supply	DC input 12V-36V, Peak Power 120W
LED Indicator	1 x Power LED, 1 x Wi-Fi LED, 1 x 4G LED, 1 x Ethernet LED
Operating Temperature	-25°C to 60°C
Storage Temperature	-40°C to 85°C
Operating Humidity	20% - 90% (non-condensing)
Dimensions	160mm x 125mm x 75mm
Installation	Desk, Wall mounting, DIN frame
SMA Antenna Connector	4-6 (4 for 4G+WiFi, 6 for 5G+WiFi)
Thermal	Fanless
Certification	CE/FCC/RoHs
Warranty	2 year

Product Accessories

Standard Accessories

The CamThink Edge AI Box NeoEdge NG4500 series includes the following standard accessories:

图片	名称	数量	说明
	Power Adapter	1	Input: 100-240V AC Output: 12V/5A DC
	Power Cable	1	Standard 3-core power cable 1.5m, European standard by default, other regional specifications available
	Industrial Terminal Blocks	2	16-pin male terminal × 1, 8-pin male terminal × 1
	Mounting Brackets	2	Wall mounting brackets × 2, DIN rail mounting bracket × 1

Optional Accessories

The CamThink Edge AI Box NeoEdge NG4500 series supports the following optional accessories:

图片	名称	数量	说明
	SSD	1	M.2 NVMe SSD with 256GB-1TB capacity options
	WiFi Module	1	6221M-PUC dual-band Wi-Fi and Bluetooth 5.0 module
	4G Module + Antenna	1	Quectel EM05 EM05-G 4G M.2 module, compatible with Europe, USA, China, Japan, Australia, and other major regions
	5G Module + Antenna	1	Quectel RM520N-GL 5G M.2 module, compatible with major global regions
	Cooling Fan	1	Cooling fan kit, compatible with NG4500 carrier board
	Sony Camera Module	1	SONY IMX219 3280*2464 1/4' 1.12um
	Raspberry Pi Camera Module	1	SC0870 Raspberry Pi M12 High Quality Camera

Product Applications

Application Scenarios

The NG4500 series edge computing devices, with their powerful AI computing and industrial-grade reliability, can be applied across multiple industries.

Smart Manufacturing

Industrial Quality Inspection

Combining YOLOv5/v8 object detection models with high-resolution industrial cameras for real-time defect detection on production lines. The system can simultaneously process multiple production lines with detection accuracy exceeding 99.5%, significantly reducing manual inspection costs and improving efficiency.

Intelligent Sorting

Collaborating with industrial robotic arms for automatic classification of mixed materials via visual recognition systems, achieving speeds of 60 items/minute with over 98% accuracy, maintaining stable performance under varying lighting and orientation conditions.

Smart Cities

Traffic Monitoring

Supports simultaneous processing of up to 16 HD video streams for analysis, deploying license plate recognition, vehicle classification, traffic violation detection, and other AI models with recognition speeds under 100ms/frame, ensuring stable operation in nighttime and adverse weather conditions.

Intrusion Detection

Integrates face recognition, behavior analysis, and anomaly detection for security monitoring in campuses, malls, and communities, with response times under 1 second, seamlessly integrating with existing security systems.

Autonomous Systems

AGV Navigation

Based on hybrid SLAM technology with LiDAR and visual sensors, enabling precise positioning and navigation in complex environments like factories and warehouses, with positioning accuracy up to ±2cm, supporting multi-AGV coordination and obstacle avoidance for logistics and manufacturing.

Service Robots

Deploying multimodal interaction systems integrating voice recognition, face recognition, and behavior tracking with response latency under 200ms, protecting user privacy through local processing, suitable for hospitals, hotels, and public venues.

Application Examples

The NG4500 series can be applied in various real-world scenarios. Below are some typical use cases, each with detailed deployment guides for quick replication and application.

LLM Chatbot

This guide explains how to use Ollama (a lightweight inference engine) to locally deploy the DeepSeek-R1 large language model on NVIDIA Jetson Orin devices for offline AI interaction, with simple and efficient setup.

Pose Estimation

This article describes how to run real-time pose estimation using MediaPipe on Jetson Orin platforms (Nano/NX/AGX), with GPU acceleration where supported.

YoLo Object Detection

This tutorial guides you through deploying YOLOv8 models on NVIDIA Jetson Orin platforms using TensorRT for accelerated inference, enabling efficient real-time object detection.

Product Resources

Product Tutorials

For quick start guides, see Quick Start Tutorial

For hardware features and usage instructions, see Hardware Usage Guide

For system drivers and development guidance, see System and Driver Guide

Product Resources

Resource Name	URL
Hardware Schematics	/docs/hardware-schematic
Hardware Design Guide	/docs/hardware-guide
Bill of Materials (BOM)	/docs/bom-list
Example Project Code	GitHub
API Reference	/docs/api-reference
SDK Toolkit	/downloads/sdk-toolkit

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