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How are Multi-camera Systems Used in Delivery Robots, and What Makes Them So Effective?

This blog post was originally published at e-con Systems’ website. It is reprinted here with the permission of e-con Systems. Delivery robots offer future-proofed solutions for last-mile deliveries. They enable businesses to streamline operations and ensure fast, reliable deliveries – leading to happy customers. Explore why these robots need a synchronized multi-camera system and how …

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Applying Advanced Compilation Technology to the AI Stack for Better Performance, Productivity and Power Efficiency

This blog post was originally published at Qualcomm’s website. It is reprinted here with the permission of Qualcomm. How Qualcomm is improving on-device performance with AI compilers Artificial intelligence (AI) is having its big moment with the rise of generative AI models, but it often comes at an increasing cost: energy consumption and computing. To …

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Everything You Need to Know About Split-pixel HDR Technology

This blog post was originally published at e-con Systems’ website. It is reprinted here with the permission of e-con Systems. Split-pixel HDR technology is a game-changer in embedded vision, allowing camera systems to capture a broader range of brightness levels for more vibrant and true-to-life images. Explore the two HDR modes, see how split-pixel HDR …

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Object Detection and Tracking Step by Step Guide: A Hands-on Exercise

This blog post was originally published at Tryolabs’ website. It is reprinted here with the permission of Tryolabs. This is the third entry in our Road to Machine Learning series; if you read the first and second entries and did your homework, congratulations! The force is growing on you! By now, you should feel familiar …

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Enhancing Object Detection: The Impact of Visidon CNN-based Noise Reduction

This blog post was originally published at Visidon’s website. It is reprinted here with the permission of Visidon. In the realm of computer vision, object detection plays a vital role in various applications, including surveillance systems, autonomous driving, and image recognition. However, accurate object detection can be challenging in real-world scenarios due to the presence …

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What is LED Flicker Mitigation and Why is It a Critical Camera Feature?

This blog post was originally published at e-con Systems’ website. It is reprinted here with the permission of e-con Systems. LED flicker can impact the performance of embedded vision systems. To address this, LED Flicker Mitigation (LFM) is crucial for applications like AMRs, ADAS, fleet management systems, etc. In this blog post, you’ll learn more …

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5 Benefits of On-device Generative AI

This blog post was originally published at Qualcomm’s website. It is reprinted here with the permission of Qualcomm. On-device AI processing offers must-have benefits for privacy, performance, personalization, cost, and energy In the mid-’90s, the World Wide Web ushered in the era of massive remote data center computing now known as the cloud. And this …

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Generative AI Trends by the Numbers: Costs, Resources, Parameters and More

This blog post was originally published at Qualcomm’s website. It is reprinted here with the permission of Qualcomm. We did the math: And here’s the cost of today’s AI Big Bang As indicated in our whitepaper, The Future of AI is Hybrid (part 1): Unlocking the generative AI future  with on-device and hybrid AI, a …

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Machine Learning Transforms the Internet of Things

This blog post was originally published at Arm’s website. It is reprinted here with the permission of Arm. The integration of ML into IoT is sparking exponential growth and shaping a dynamic ecosystem The pace of Internet of Things (IoT) innovation has quickened in recent years, but it’s now being kicked into hyper drive. The …

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