【Applications】：

　　The reComputer industrial series is a versatile and powerful platform that can be used to develop a wide range of AI-powered applications, enabling digital transformation across industries. Below are some of the applications:

• Video Analytics： Object recognition, tracking, and classification. These capabilities can be used in security systems, traffic monitoring, and business advertisement analytics.
  
• Natural Language Processing： Speech recognition or language translation.
  
• Medical Imaging： Analyzing medical images to assist with diagnosis or treatment planning.
  

　　Find in the Jetson Community Resources page tools and tutorials the community has created to power your development experience and check out the Community Projects page to inspire your next project!

【常問問題】：

Ｑ： RTC插座推薦使用什麼類型的RTC？／What type of RTC is recommended for RTC socket?

CR1220 和 ML1220。載板RTC電路的不可充電設計允許使用可充電和不可充電RTC電池。／CR1220 and ML1220. The non-rechargeable design of the RTC circuit of the carrier board allows both rechargeable and non-rechargeable RTC batteries to be used.

【Documentations】

【Learn】

 

[Wiki] Getting Started with CVEDIA-RT on NVIDIA® Jetson Devices

CVEDIA-RT is a modular, cross-platform AI inference engine that provides the solid foundations for building decision support systems. It's designed from the ground-up with developers and integrators in mind, providing both high and low-level interfaces.

 

[Wiki] Getting Started with Lumeo on NVIDIA® Jetson Devices

Lumeo is a no-code video analytics platform that enables you to rapidly design, deploy, and monitor custom video analytics and other vision-AI enabled applications.

 

[Wiki] Update Jetson Linux Over-the-Air Using Allxon

Generally, NVIDIA provides "OTA Payload Package Update" mechanism which allows users to update their Jetson devices to newer versions of JetPack. Eventhough it seems convenient to update the OS of Jetson devices, there is an additional effort which users need to make. That is, users need to host an OTA server to deliver the OTA Payload Package to Jetson devices. It will be a huge effort for users to handle in addition to generating the OTA Payload Package.

 

[Others] NVIDIA Deep Learning Institute

If you would like to get critical AI skills and dive into deep learning. NVIDIA’s Deep Learning Institute (DLI) will be a good choice, which delivers practical, hands-on training and certification in AI at the edge for developers, educators, students, and lifelong learners. You can even earn certificates to demonstrate your understanding of Jetson and AI when you complete these free, open-source courses.

• NVIDIA DeepStream SDK delivers a complete streaming analytics toolkit for AI-based multi-sensor processing and video and image understanding on Jetson.
• NVIDIA TAO tool kit, built on TensorFlow and PyTorch, is a low-code version of the NVIDIA TAO framework that accelerates the model training
• alwaysAI： build, train, and deploy computer vision applications directly at the edge of reComputer. Get free access to 100+ pre-trained Computer Vision Models and train custom AI models in the cloud in a few clicks via enterprise subscription. Check out our wiki guide to get started with alwaysAI.
• Edge Impulse： the easiest embedded machine learning pipeline for deploying audio, classification, and object detection applications at the edge with zero dependencies on the cloud.
• Roboflow provides tools to convert raw images into a custom-trained computer vision model of object detection and classification and deploy the model for use in applications. See the full documentation for deploying to NVIDIA Jetson with Roboflow.
• YOLOv5 by Ultralytics： use transfer learning to realize few-shot object detection with YOLOv5 which needs only a very few training samples. See our step-by-step wiki tutorials
• Deci： optimize your models on NVIDIA Jetson Nano. Check the webinar at Deci of Automatically Benchmark and Optimize Runtime Performance on NVIDIA Jetson Nano and Xavier NX Devices

• 　　NVIDIA Isaac ROS GEMs are hardware-accelerated packages that make it easier for ROS developers to build high-performance solutions on NVIDIA hardware. Learn more about NVIDIA Developer Tools
• 　　Cogniteam Nimbus is a cloud-based solution that allows developers to manage autonomous robots more effectively. Nimbus platform supports NVIDIA® Jetson™ and ISAAC SDK and GEMs out-of-the-box. Check out our webinar on connecting your ROS Project to the Cloud with Nimbus.

• Traffic management
  
  • license plate detection
    
  • car detection
    
  • pedestrian detection
    
• Industry 4.0：
  
  • helmet detection, hard hat detection, and custom PPE detection
    
  • visual anomaly detection using NVIDIA Deepstream IoT
    
• Retail：
  
  • sentiment analysis(webinar: learn your customer with AI by Zenus smart camera),
    
  • retail store items detection
    
• Robotics：
  
  • under-ice sensing ROV
    
  • warehouse towing robot
    
• Edge AI into the Wild： Wildfire detection
  
• Agriculture： weeding machines, Tractors, Livestock detection
  
• Healthcare： medical imaging analysis
  

【Supported AI Platforms (continue updating)】／支援的AI平台（持續更新）：

　　with edge AI partners, harness the power of cutting-edge AI technology to accelerate edge computing deployment in the real world across industries. Welcome to check out our Edge AI partner program.／　與邊緣人工智慧合作夥伴一起，利用尖端人工智慧技術的力量，加速邊緣運算在各行業的現實世界中的部署。歡迎查看我們的Edge AI 合作夥伴計畫。

【Developers Tools】

Pre-installed Jetpack for fast development and edge AI integration／預裝 Jetpack，用於快速開發和邊緣 AI 集成

　　Jetson software stack begins with NVIDIA JetPack™ SDK which provides a full development environment and includes CUDA-X accelerated libraries and other NVIDIA technologies to kickstart your development. JetPack includes the Jetson Linux Driver package which provides the Linux kernel, bootloader, NVIDIA drivers, flashing utilities, sample filesystem, and toolchains for the Jetson platform. It also includes security features, over-the-air update capabilities, and much more.

【Work with Seeed Ecosystem／與 Seeed 生態系統合作】

Deploying an AI idea can be faster, flexible, even scalable for everyone. Seeed Jetson Platform targets on helping educators, developers and enterprises deploy ML in the real world. By consolidating Seeed’s best-in-class hardware, cutting-edge technology from our software partners and all developers from the community, we aim at emerging all kinds of AI scenarios in our open-source platform to faster industry digital transformation. We are looking for partners to join our ecosystem together to deliver solutions to different industries together. Please contact cooperation@seeed.cc for more partnership ecosystem information.
部署人工智能想法可以更快、更靈活，甚至可以為每個人擴展。 Seeed Jetson 平台旨在幫助教育工作者、開發人員和企業在現實世界中部署機器學習。 通過整合 Seeed 一流的硬件、軟件合作夥伴和社區所有開發人員的尖端技術，我們旨在在我們的開源平台中出現各種 AI 場景，以加快行業數字化轉型。 我們正在尋找合作夥伴加入我們的生態系統，共同為不同行業提供解決方案。 請聯繫合作@seeed.cc 了解更多合作生態系統信息。

【Desktop, Wall Mount, or fit in anywhere】

　　With an overall dimension of 130mm*120mm*50mm, it is only around 1/10 of the size of an ordinary computer case which makes it possible to fit in edge AI scenarios. The back screw holes allow you to hang the product as you need. We also provide other editions case like blue, silver and silver mental, whose stackable structure allows you to stack more middle layers to create rooms very easily.

　　外形尺寸為130mm*120mm*50mm，只有普通電腦機箱的1/10左右，可以適應邊緣AI場景。 背面螺絲孔可讓您根據需要懸掛產品。 我們還提供其他版本的案例，如藍色、銀色和銀色金屬，其可堆疊結構讓您可以堆疊更多中間層以輕鬆創建房間。