Acknowledgments

I want to express my heartfelt gratitude to Channa Samynathan, Senior Worldwide Specialist Solutions Architect at AWS, as well as the AWS IoT Robotics team for their valuable contributions to this post. Their insights and expertise were instrumental in delivering the event and this content.

As AWS re:Invent 2024 wrapped up, the energy and innovation displayed at the event left us inspired and excited about the future of IoT and Edge AI. Seeed Studio was proud to partner with AWS, contributing cutting-edge hardware and expertise to showcase the power of connected technologies in real-world applications. Here are some key highlights from our collaborations:

Advancing Disaster Response with Edge AI and IoT

At the Amazon Security and Disaster Response Activation, our hardware played a key role in showcasing the potential of IoT to revolutionize emergency scenarios. Here are some highlights from our collaboration:

1. Disaster Response with Meshtastic Devices and Nvidia Jetson 

We were proud to partner with AWS to demonstrate the power of IoT in disaster response scenarios. Our hardware, including the SenseCAP T1000-E Meshtastic Tracker and reComputer J4012, worked seamlessly with AWS IoT Core to create a private, reliable communication channel.

• Real-time Data Tracking: Our system showcased the potential for compliant and real-time data tracking during emergencies, paving the way for rapid deployment in disaster scenarios.
• Synergy of Edge Computing and Cloud Capabilities: This activation exemplifies the synergy of AWS IoT’s cloud capabilities and Seeed’s edge computing solutions to address real-world challenges.

We’re thrilled to see this project advancing toward commercialization to support disaster response efforts globally. At Seeed Studio, we’re committed to empowering innovation and advancing the possibilities of Edge AI and IoT.

LoRaWAN and Real-Time Tracking Across Las Vegas

One of the standout activations was the Amazon Security and Disaster Response Activation, which showcased the potential of AWS IoT in real-world scenarios. Our SenseCAP M2 Multi-Platform LoRaWAN Gateway played a key role in this demonstration, contributing to the creation of a vast LoRaWAN network that covered the entire city of Las Vegas.

Key Highlights:

• Wide-Area Coverage: Our LoRaWAN gateways facilitated communication with 45 LoRaWAN devices carried by AWS staff, capturing GPS, humidity, and temperature data every two minutes.
• Real-Time Updates: The data was transmitted through the LoRaWAN gateways to AWS IoT Core for LoRaWAN and published onto an Amazon Location Service map. The map, updated every two minutes, was accessible to attendees via a QR code.
• Simulated Downstream Processing: By integrating the data with a TAK server, the activation demonstrated how real-time location and environmental information can enhance situational awareness and decision-making in security and emergency scenarios.

The Power of IoT in Critical Events

The successful implementation of this expansive network underscores the potential of IoT in enabling wide-area connectivity and situational awareness during critical events. At Seeed Studio, we’re committed to empowering innovation and advancing the possibilities of IoT.

3. Embodied AI Chess Demo at the Generative AI Pavilion

Another incredible activation was the Embodied AI Chess Demo at the AWS Generative AI Pavilion, which showcased the potential of AI-driven robotics in real-world applications. Our reServers powered the demonstration, ensuring seamless operation throughout the event.

Key Highlights:

• AI-Powered Robotics: Using inference from foundation models via AWS Bedrock, robot arms performed chess moves based on real-time commands.
• Flawless Performance: Our reServers of NVIDIA Jetson ensured seamless operation throughout the event, demonstrating the potential of industrial-grade hardware in advanced AI applications.

The Future of Intelligent Automation

This activation sparked engaging discussions about the integration of generative AI with robotics, pushing the boundaries of what’s possible in intelligent automation. At Seeed Studio, we’re committed to empowering innovation and advancing the possibilities of AI and robotics.

4. Hands-On Edge AI Workshop with NVIDIA Jetson and AWS IoT Greengrass

We partnered with AWS on the “Unleash Edge Computing with AWS IoT Greengrass on NVIDIA Jetson” workshop, providing attendees with hands-on experience in deploying and managing edge runtime devices through AWS IoT Core and AWS IoT Greengrass.

Key Highlights:

• Practical Experience: Attendees gained practical experience in deploying and managing edge runtime devices, showcasing the potential of edge computing and Connected Edge Intelligence (CEI) in real-world use cases.
• The workshop was using 150 reComputer J4012 and demonstrated the power of edge AI in real-world applications.

 

5. AWS IoT RaceTrack Revolution Builders’ Fair Activation with The Tiny Seeed Studio XIAO

At the AWS Builders’ Fair, the AWS IoT team wowed attendees with the AWS IoT RaceTrack Revolution demo. Our Seeed Studio XIAO ESP32 dev boards, with Wi-Fi capabilities, enhanced the experience by offloading video feeds seamlessly to the Nvidia Jetson device.

Key Highlights:

• Innovative Demo: The demo showcased the power of AWS IoT in a hands-on, engaging setting, despite Wi-Fi challenges.
• Seeed Studio XIAO ESP32 Dev Boards: Our dev boards played a crucial role in offloading video feeds, enhancing the overall experience.

Empowering Innovation and Advancing IoT Possibilities

At Seeed Studio, we’re committed to empowering innovation and advancing the possibilities of Edge AI and IoT. Our collaboration with AWS has been a testament to the power of connected technologies in real-world applications, and we look forward to continuing this journey together.

Empowering IoT Innovation Together

At Seeed Studio, we’re thrilled to have played a key role in the AWS re:Invent 2024, where the fusion of cloud computing and cutting-edge hardware unlocked new possibilities. Our collaboration with AWS has been instrumental in showcasing how our solutions can effortlessly integrate with the powerful AWS IoT ecosystem to tackle pressing issues in disaster response, security, AI, and beyond.

We’re committed to driving innovation forward with AWS and look forward to witnessing the real-world impact of these solutions. Stay tuned for more updates as we continue to push the boundaries of IoT and Edge AI together, empowering a smarter and more connected world.

The post Seeed Studio at AWS re:Invent 2024: Empowering Edge AI and IoT Innovation  appeared first on Latest Open Tech From Seeed.

As an Elite partner of the NVIDIA Partner Network, Seeed is excited to announce the release of the NVIDIA Jetson Orin Super Developer Kit. Delivering up to 67 TOPS of AI performance—a 1.7x improvement over its predecessor—this compact platform enables seamless execution of generative AI models, including vision transformers, large language models (LLMs), and vision-language models.

Generative AI is transforming industries, but significant challenges remain:

• High costs for cutting-edge hardware.
• Cloud dependency with escalating fees.
• Software optimization complexities.

At just $249, Orin Nano Super Developer Ki provides developers, students, and makers with the most affordable and accessible platform with the support of the NVIDIA AI software and a broad AI software ecosystem to democratize generative AI at the edge.

Existing Orin Nano Developer Kit users can unlock this performance boost with a simple software upgrade, enabling everyone to explore new possibilities with generative AI. Orin Nano Super Developer Kit is an exceptional platform for AI-powered robotics. Its compact size and robust performance make it ideal for state-of-the-art diffusion models, end-to-end robotic control systems, and applications such as autonomous navigation, object detection, and real-time sensor processing. Developers can leverage the NVIDIA Isaac robotics platform to streamline robotics workflows and build intelligent machines capable of operating in complex environments, unlocking innovations across industries of logistics, healthcare, and agriculture.

Jetson runs the NVIDIA AI software stack, providing access to powerful frameworks tailored to specific use cases:

• NVIDIA Isaac: Robotics applications.
• NVIDIA Metropolis: Vision AI development.
• NVIDIA Holoscan: Real-time sensor processing.
• NVIDIA Omniverse Replicator: Synthetic data generation.
• NVIDIA TAO Toolkit: Fine-tuning pre-trained AI models from the NGC catalog.

With the support of a robust software ecosystem, including NVIDIA’s TRT- LLM, developers benefit from accelerated inferencing, reduced latency, and enhanced efficiency.

The reference carrier board supports all Orin Nano and Orin NX modules, offering a versatile platform for various edge AI applications. Rich I/O options, including 2x MIPI CSI-2 connectors, M.2 expansion slots, and USB 3.2 ports, make it ideal for prototyping robotics, vision AI, and more.

The Jetson Orin Nano Super Developer Kit provides an affordable, high-performance alternative to cloud-based solutions, empowering developers to explore generative AI without recurring costs.

Technical Highlights

AI Performance	67 INT8 TOPS
GPU	NVIDIA Ampere architecture with 1024 CUDA cores and 32 tensor cores
CPU	6-core Arm® Cortex®-A78AE v8.2 64-bit CPU 1.5MB L2 + 4MB L3
Memory	8GB 128-bit LPDDR5 102 GB/s
Storage	Supports SD card slot and external NVMe
Power	7W–25W

Empowering Developers with a Thriving Ecosystem

As an Elite Partner in the NVIDIA Jetson Ecosystem, Seeed ensures developers have access to:

• Cutting-edge hardware platforms tailored to the Jetson Orin Nano Super Developer Kit.
• Expert support for cameras, sensors, and custom carrier boards.
• A global network of AI-focused partners to accelerate your journey from prototype to product.

Seeed’s partnership with NVIDIA reflects our commitment to empowering developers with tools, support, and guidance for innovation in edge AI and generative AI.

Unlock Your Generative AI Playground

From robotics to video analytics and beyond, the Jetson Orin Nano Super Developer Kit is the ultimate platform for exploring the potential of generative AI. Whether you’re a student, maker, or developer, this solution makes innovation more accessible than ever before.

• Discover the Jetson Orin Nano Super Developer Kit
• Visit Seeed’s Generative AI page to find more products, tutorials, and applications.

About Seeed

Seeed is a global leader in open hardware innovation and an NVIDIA Elite Partner, We specialize in cutting-edge open hardware platforms.We aim to democratize technology through IoT and AI, empowering developers worldwide to break barriers in hardware innovation.

The post Introducing the NVIDIA Jetson Orin™ Nano Super Developer Kit: Redefining Generative AI for Small Edge Devices appeared first on Latest Open Tech From Seeed.

Join Seeed Studio at Smart City Expo World Congress (SCEWC) 2024 in Barcelona! As urban areas worldwide continue to evolve, the demand for smarter, more connected solutions is driving advancements in AI hardware and edge AIoT.

From November 5-7 at Gran Via, Hall 2, Booth F71, we’re excited to showcase our latest lineup of sensing, networking, and edge AI devices, designed to transform cities through real-time data, seamless connectivity, and high-speed AI processing at the edge.

1. AI Sensors: Multimodal Sensing for a Smarter Environment

A smart city depends on the ability to sense, monitor, and respond to its surroundings. Our AI sensors offer versatile environmental monitoring, long-range connectivity, and advanced scene detection. With over 100 open-source, pre-trained models, these sensors bring multimodal sensing to urban spaces, capturing data from air quality to traffic flow in real time to support an adaptable and responsive city environment.

Stay Connected in Remote Areas

Offering 4G, 5G, or WiFi connection even in remote areas, SenseCAP Card Tracker T1000-E is the world’s first IP65-rated Meshtastic device. Compact and card-sized, it easily fits in your pocket or attaches to assets, operating seamlessly on the Meshtastic LoRa mesh network. It offers high-precision, low-power positioning and communication. Additionally, the T1000-E features onboard sensors to provide temperature and light data, making it ideal for remote connectivity in unpredictable environments.

2. AI Gateways for Seamless Connectivity and Control

Cities are powered by data, and our AI IoT gateways function as hubs for data collection and connectivity. These gateways provide versatile connectivity options and advanced AI capabilities, collecting, processing, and distributing data across urban areas. By facilitating real-time adjustments and insights, our AI gateways help cities operate more efficiently and respond instantly to changing conditions.

3. Generative AI at the Edge with reThings Devices Powered by NVIDIA Jetson Orin

With reThings, powered by NVIDIA Jetson Orin modules, you can now deploy generative AI directly to the edge. Supporting advanced generative AI models such as Llama, LLaVA, and VLA, these devices push the boundaries of robotics intelligence and multimodal interactions. The deployment of generative AI at the edge enables cities to integrate more interactive and autonomous systems, streamlining everything from traffic management to public safety.

Develop Generative AI-Powered Visual AI Agents for the Edge

Powered by NVIDIA Jetson Orin modules, which deliver up to 275 TOPS AI performance for edge AI and robotics, visual AI agents can help unlock new possibilities for real-time video analytics in urban settings. These agents can analyze both recorded and live video, answer questions in natural language, summarize scenes, trigger alerts, and extract actionable insights. They support a wide range of applications, from object detection to security monitoring, making it easier to maintain safety and efficiency across city landscapes.

Jetson Platform Services (JPS) provides an AI service that allows optimized visual language models (VLMs) to run locally on the NVIDIA Jetson platform. This AI service can be combined with other components of JPS to build a mobile app integrated alert system. This system is capable of monitoring live streams for user-defined events and sending push notifications when the VLM detects the events.
Combined Vision AI and Generative AI with reCamera and Jetson Orin.

reCamera, our newly released vision AI platform, delivers next-gen video intelligence when paired with Jetson Orin. This configuration, running NVIDIA Metropolis software development kits for vision AI applications and VLMs, provides building blocks to quickly deploy fully functional systems for vision and other edge AI applications. Using the “TinyML + LLM” architecture demonstrated at NVIDIA GTC earlier this year, reCamera captures critical frames while Jetson Orin extracts insights through a VLM. For instance, if a user asks, “How many objects are in front of me on the right?”, the system will automatically adjust the camera with a gimbal, capture an image, and respond via speaker: “There are 3 objects in front of you on the right.” This seamless integration of vision and generative AI provides real-time, context-aware insights.

Join Us at Smart City Expo 2024

Explore how Seeed Studio’s AI hardware and edge AIoT solutions can transform urban spaces at Smart City Expo 2024. From multimodal sensing to generative AI at the edge, Seeed is here to empower the cities of tomorrow. Stop by Booth F71 in Hall 2 to see our demonstrations, connect with our team, and discover how our hardware solutions can help create a more connected, efficient, and responsive urban landscape.
Date: November 5-7, 2024
Location: Gran Via, Hall 2, Booth F71

We look forward to connecting with you at SCEWC 2024 and advancing the future of smart cities!

The post Seeed Studio at Smart City Expo 2024: Empowering the Future of Urban AI Hardware Solutions appeared first on Latest Open Tech From Seeed.