Blog Posts

How High-resolution Cameras Are Transforming Traffic Enforcement and Monitoring

This blog post was originally published at e-con Systems’ website. It is reprinted here with the permission of e-con Systems. Smart traffic systems leverage embedded camera solutions to help manage roadways, record violations, and detect traffic anomalies. Get expert insights on how cameras work in these systems, their top use cases applications, and key imaging […]

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R²D²: Boost Robot Training with World Foundation Models and Workflows from NVIDIA Research

This blog post was originally published at NVIDIA’s website. It is reprinted here with the permission of NVIDIA. As physical AI systems advance, the demand for richly labeled datasets is accelerating beyond what we can manually capture in the real world. World foundation models (WFMs), which are generative AI models trained to simulate, predict, and

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Collaborating With Robots: How AI Is Enabling the Next Generation of Cobots

This blog post was originally published at Ambarella’s website. It is reprinted here with the permission of Ambarella. Collaborative robots, or cobots, are reshaping how we interact with machines. Designed to operate safely in shared environments, AI-enabled cobots are now embedded across manufacturing, logistics, healthcare, and even the home. But their role goes beyond automation—they

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The $2.4 Trillion Crisis: Why Hardware/Software Integration Is Your Most Critical Technical Decision

This blog post was originally published at Geisel Software’s website. It is reprinted here with the permission of Geisel Software. Hardware-software integration isn’t incidental; it can make or break your project. When hardware and software don’t evolve together, even small disconnects can derail timelines, budgets, and trust. Late-stage fixes cost exponentially more. A bug caught

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Learn to Optimize Stable Diffusion on Qualcomm Cloud AI 100

This blog post was originally published at Qualcomm’s website. It is reprinted here with the permission of Qualcomm. Dive in to learn how we achieve a 1.4x latency decrease on Qualcomm Cloud AI 100 Ultra accelerators by applying an innovative DeepCache technique to text-to-image generation. What’s more, the throughput can be further improved by 3x

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The Role of Embedded Cameras in Ensuring Perimeter Security

This blog post was originally published at e-con Systems’ website. It is reprinted here with the permission of e-con Systems. Any breach along the perimeter, from industrial plants to data centers, results in major threats. That’s why embedded vision is so important. Discover how cameras work in these systems, their must-have features, as well as

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Dense TOPS vs. Sparse TOPS: What’s the Difference?

This blog post was originally published at Qualcomm’s website. It is reprinted here with the permission of Qualcomm. Not all TOPS are created equal — let’s demystify how TOPS measurement can reflect AI performance What you should know: While TOPS is a useful metric to evaluate the performance of neural processing units, it can be

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How to Run Coding Assistants for Free on RTX AI PCs and Workstations

This blog post was originally published at NVIDIA’s website. It is reprinted here with the permission of NVIDIA. AI-powered copilots deliver real-time assistance for projects from academic projects to production code — and are optimized for RTX AI PCs. Coding assistants or copilots — AI-powered assistants that can suggest, explain and debug code — are

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How to Think About Large Language Models on the Edge

This blog post was originally published at BrainChip’s website. It is reprinted here with the permission of BrainChip. ChatGPT was released to the public on November 30th, 2022, and the world – at least, the connected world – has not been the same since. Surprisingly, almost three years later, despite massive adoption, we do not

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One Year of Qualcomm AI Hub: Enabling Developers and Driving the Future of AI

This blog post was originally published at Qualcomm’s website. It is reprinted here with the permission of Qualcomm. The past year has been an incredible journey for Qualcomm AI Hub. We’ve seen remarkable growth, innovation and momentum — and we’re only getting started. Qualcomm AI Hub has become a key resource for developers looking to

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Here you’ll find a wealth of practical technical insights and expert advice to help you bring AI and visual intelligence into your products without flying blind.

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