Algorithms

Advancing Generative AI at the Edge During CES 2025

This blog post was originally published at Ambarella’s website. It is reprinted here with the permission of Ambarella. For this year’s CES, our theme was Your GenAI Edge—highlighting how Ambarella’s AI SoCs continue to redefine what’s possible with generative AI at the edge. Building on last year’s edge GenAI demos, we debuted a new 25-stream, […]

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Optimizing Transformer-based Diffusion Models for Video Generation with NVIDIA TensorRT

This article was originally published at NVIDIA’s website. It is reprinted here with the permission of NVIDIA. State-of-the-art image diffusion models take tens of seconds to process a single image. This makes video diffusion even more challenging, requiring significant computational resources and high costs. By leveraging the latest FP8 quantization features on NVIDIA Hopper GPUs

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Imaging Trends in 2025: Shaping the Future of Security and Surveillance

This blog post was originally published at Visidon’s website. It is reprinted here with the permission of Visidon. A couple of weeks ago, we had the opportunity to exhibit at ISC West 2025 in Las Vegas—the flagship global event for security and surveillance professionals. As always, this show served as a crystal ball for the

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Enable Pose Detection on Snapdragon X Elite: Step-by-step Tutorial

This article was originally published at Qualcomm’s website. It is reprinted here with the permission of Qualcomm. I know why you’re here; you’ve decided to buy your first device with Snapdragon X Elite processor, awesome choice! You now ventured over to Qualcomm AI Hub, grabbed a model and excitedly watched as it downloaded. “Hmmm okay…

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R²D²: Adapting Dexterous Robots with NVIDIA Research Workflows and Models

This blog post was originally published at NVIDIA’s website. It is reprinted here with the permission of NVIDIA. Robotic arms are used today for assembly, packaging, inspection, and many more applications. However, they are still preprogrammed to perform specific and often repetitive tasks. To meet the increasing need for adaptability in most environments, perceptive arms

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Efficient Optical Character Recognition (OCR)

This blog post was originally published at Basler’s website. It is reprinted here with the permission of Basler. Discover our easy and efficient way of implementing an OCR solution, with chip and IC trays as the particular use case example, where challenging characters are deciphered correctly every time. The solution overcomes low contrast and variable

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ELD: Introducing a New Open-source Embedded Linker Tool for Embedded Systems

This blog post was originally published at Qualcomm’s website. It is reprinted here with the permission of Qualcomm. At Qualcomm Technologies, Inc., embedded linkers play a crucial role in our software stack. While many linkers work well on traditional platforms, they often fall short when it comes to embedded systems. Embedded projects have unique requirements,

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North America and Europe to Account for 17 Million Video Telematics Systems in Use by 2029

For more information, visit https://www.berginsight.com/the-video-telematics-market. The integration of cameras to enable various video-based solutions in commercial vehicle environments is one of the most apparent trends in the fleet telematics sector today. Berg Insight’s definition of video telematics includes a broad range of camera-based solutions deployed in commercial vehicle fleets either as standalone applications or as

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Using AI to Better Understand the Ocean

This blog post was originally published at NVIDIA’s website. It is reprinted here with the permission of NVIDIA. Humans know more about deep space than we know about Earth’s deepest oceans. But scientists have plans to change that—with the help of AI. “We have better maps of Mars than we do of our own exclusive

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SWIR Vision Systems in Agricultural Production

This blog post was originally published at Basler’s website. It is reprinted here with the permission of Basler. Improved produce inspection through short-wave infrared light Ensuring the quality of fruits and vegetables such as apples or potatoes is crucial to meet market standards and consumer expectations. Traditional inspection methods are often based only on visual

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