Algorithms

Benchmarking Camera Performance on Your Workstation with NVIDIA Isaac Sim

Algorithms, Blog Posts, NVIDIA, Processors, Robotics, Software, Tools /

This blog post was originally published at NVIDIA’s website. It is reprinted here with the permission of NVIDIA. Robots are typically equipped with cameras. When designing a digital twin simulation, it’s important to replicate its performance in a simulated environment accurately. However, to make sure the simulation runs smoothly, it’s crucial to check the performance […]

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Quantization of Convolutional Neural Networks: Model Quantization

Algorithms, Articles, Software, Tools /

See “From Theory to Practice: Quantizing Convolutional Neural Networks for Practical Deployment” for the previous article in this series. Significant progress in Convolutional Neural Networks (CNNs) has focused on enhancing model complexity while managing computational demands. Key advancements include efficient architectures like MobileNet1, SqueezeNet2, ShuffleNet3, and DenseNet4, which prioritize compute and memory efficiency. Further innovations

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CES 2024 Showed that the Future of Cars will be Defined by AI

Algorithms, Automotive, Market Analysis, Processors, Sensors and Cameras, Software, Tools /

IDTechEx‘s new report, “Future Automotive Technologies 2024-2034: Applications, Megatrends, Forecasts“, highlights the biggest changes coming to cars over the next ten years. Electrification will change what powers cars, and automation will change how they are driven, but one of the biggest opportunities is connectivity and software definition, which will change how cars are monetized. This

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Generative AI in 2024: The 6 Most Important Consumer Tech Trends

Algorithms, Blog Posts, Processors, Qualcomm, Software, Tools /

This blog post was originally published at Qualcomm’s website. It is reprinted here with the permission of Qualcomm. Qualcomm executives reveal key trends in AI, consumer technology and more for the future Not that long ago, the banana-peel-and-beer-fueled DeLorean in “Back to the Future” was presented as comedy. Yet today, 10% of cars are electric-powered.1

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Adapting Strategies: Industrial Machine Vision’s Response to Short-term Challenges

Algorithms, Industrial Vision (Computer Vision), Market Analysis, Processors, Sensors and Cameras, Software, Tools, Yole Group /

This market research report was originally published at the Yole Group’s website. It is reprinted here with the permission of the Yole Group. In 2023, the total machine vision market generated $6.9 billion in revenue. When will growth return? OUTLINE Industrial machine vision: a $7.8 billion market in 2029 compared to $6.9 billion in 2023.

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Do You Know When You Don’t Know Something?

Algorithms, Blog Posts, Digica, Object Identification, Software, Tools /

This blog post was originally published at Digica’s website. It is reprinted here with the permission of Digica. We all have that one uncle in the family who knows the answer to every question. Even if that answer is often wrong. Let’s call him Uncle Bob. From politics to science, he confidently shares his opinion

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How Does LiDAR Work In Detail?

Algorithms, Blog Posts, Object Identification, Object Tracking, Outsight, Sensors and Cameras, Software, Tools /

This blog post was originally published at Outsight’s website. It is reprinted here with the permission of Outsight. 3D LiDAR is a complex technology that enables unprecedented spatial intelligence. Many engineering choices are possible when building a new device. This article is a continuation of the basic introduction to LiDAR technology that was provided in

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Understanding the Basics of 3D LiDAR Technology

Algorithms, Blog Posts, Object Identification, Object Tracking, Outsight, Sensors and Cameras, Software, Tools /

This blog post was originally published at Outsight’s website. It is reprinted here with the permission of Outsight. 3D LiDAR technology and processing software are increasingly becoming critical in numerous fields from people flow monitoring in airports to vehicles. Light Detection and Ranging, also known as LiDAR, is a technology for remote sensing that is

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Qualcomm at NeurIPS 2023: Cutting-edge Research in Generative and Embodied AI, Model Efficiency, and More

Algorithms, Blog Posts, Processors, Qualcomm, Software, Tools /

This blog post was originally published at Qualcomm’s website. It is reprinted here with the permission of Qualcomm. Learn about Qualcomm Technologies’ accepted AI demos and papers Neural Information Processing Systems (NeurIPS) is the marquee machine learning (ML) conference of the year. This year the paper acceptance rate was 26%, making it one of the

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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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