Blog Posts

Explaining Tokens — The Language and Currency of AI

This blog post was originally published at NVIDIA’s website. It is reprinted here with the permission of NVIDIA. Under the hood of every AI application are algorithms that churn through data in their own language, one based on a vocabulary of tokens. Tokens are tiny units of data that come from breaking down bigger chunks […]

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Removing the Barriers to Edge and Generative AI in Embedded Vision

This blog post was originally published at Macnica’s website. It is reprinted here with the permission of Macnica. The introduction of artificial intelligence (AI) has ushered in exciting new applications for surveillance cameras and other devices with embedded vision technology. Tools like generative AI (gen AI), ChatGPT and Midjourney are augmenting computer vision-based results. At

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Powering IoT Developers with Edge AI: the Qualcomm RB3 Gen 2 Kit is Now Supported in the Edge Impulse Platform

This blog post was originally published at Qualcomm’s website. It is reprinted here with the permission of Qualcomm. The Qualcomm RB3 Gen 2 Development Kit has been designed to help you develop high-performance IoT and edge AI applications. With powerful AI acceleration, pre-validated peripherals, and extensive software support, this kit enables every engineer to move

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What is the Role of Vision Systems in Autonomous Mobility?

This blog post was originally published at e-con Systems’ website. It is reprinted here with the permission of e-con Systems. Vision systems are crucial for autonomous mobility, enabling vehicles to navigate and respond to their environment. This blog covers key camera types like surround-view, forward-facing, and driver monitoring cameras, highlighting features like HDR, LED Flicker

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Navigating the AI Implementation Journey: Buy or Build?

This blog post was originally published at Tryolabs’ website. It is reprinted here with the permission of Tryolabs. Many companies waste millions of dollars and critical time-to-market because they make the wrong decision on a seemingly simple question: should you buy an off-the-shelf AI solution or build your own? If you’re an AI project owner

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Optimizing Edge AI for Effective Real-time Decision Making in Robotics

This blog post was originally published at Geisel Software’s website. It is reprinted here with the permission of Geisel Software. Optimizing Edge AI Key Takeaways Instant Decisions, Real-World Impact: Edge AI empowers robots to react in milliseconds, enabling life-saving actions in critical scenarios like autonomous vehicle collision avoidance and rapid search-and-rescue missions. Unshakeable Reliability, Unbreachable

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What is the Role of ROI in Optimizing Camera Exposure, Focus, and Cropping?

This blog post was originally published at e-con Systems’ website. It is reprinted here with the permission of e-con Systems. Region of Interest (ROI) helps fine-tune camera performance so that exposure, focus, and cropping can align with specific parameters and deliver high-quality imaging performance. Discover how ROI coordinates impact these parameters for ensuring the best

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Productionizing State-of-the-art Models at the Edge for Smart City Use Cases (Part I)

This blog post was originally published at CLIKA’s website. It is reprinted here with the permission of CLIKA. Approaches to productionizing models for edge applications can vary greatly depending on user priorities, with some models not requiring model optimization at all. An organization can choose pre-existing models designed specifically for edge use cases with performance

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Qualcomm at Embedded World: Accelerating Digital Transformation with Edge AI

This blog post was originally published at Qualcomm’s website. It is reprinted here with the permission of Qualcomm. An essential partner to the embedded community, Qualcomm Technologies, Inc. strengthens its leadership in intelligent computing with several key announcements The AI revolution is sparking a wave of innovation in the embedded community, spawning a flurry of

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