Tools

Federated Learning: Risks and Challenges

This blog post was originally published at Digica’s website. It is reprinted here with the permission of Digica. In the first article of our mini-series on Federated Learning (FL), Privacy-First AI: Exploring Federated Learning, we introduced the basic concepts behind the decentralized training approach, and we also presented potential applications in certain domains. Undoubtedly, FL […]

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Edge Intelligence and Interoperability are the Key Components Driving the Next Chapter of the Smart Home

This blog post was originally published at Qualcomm’s website. It is reprinted here with the permission of Qualcomm. The smart home industry is on the brink of a significant leap forward, fueled by generative AI and edge capabilities The smart home is evolving to include advanced capabilities, such as digital assistants that interact like friends

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Accelerate Custom Video Foundation Model Pipelines with New NVIDIA NeMo Framework Capabilities

This blog post was originally published at NVIDIA’s website. It is reprinted here with the permission of NVIDIA. Generative AI has evolved from text-based models to multimodal models, with a recent expansion into video, opening up new potential uses across various industries. Video models can create new experiences for users or simulate scenarios for training

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NVIDIA TAO Toolkit: How to Build a Data-centric Pipeline to Improve Model Performance  (Part 3 of 3)

This blog post was originally published at Tenyks’ website. It is reprinted here with the permission of Tenyks. During this series, we will use Tenyks to build a data-centric pipeline to debug and fix a model trained with the NVIDIA TAO Toolkit. ‍Part 1. We demystify the NVIDIA ecosystem and define a data-centric pipeline based

NVIDIA TAO Toolkit: How to Build a Data-centric Pipeline to Improve Model Performance  (Part 3 of 3) Read More +

Computer Vision and AI at the Edge with a Thermal Camera Provider and a Toy Manufacturer

This blog post was originally published at Digica’s website. It is reprinted here with the permission of Digica. As the pace of artificial intelligence innovation accelerates, we’re seeing AI and computer vision go from science fiction tropes to enabling highly efficient and compelling applications. This integration is particularly potent at the edge, where devices locally

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HPC Hardware Market to Grow at 13.6% CAGR to 2035

HPC systems, including supercomputers, outclass all other classes of computing in terms of calculation speed by parallelizing processing over many processors. HPC has long been an integral tool across critical industries, from facilitating engineering modeling to predicting the weather. The AI boom has intensified development in the sector, growing the capabilities of hardware technologies, including

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How AI On the Edge Fuels the 7 Biggest Consumer Tech Trends of 2025

This blog post was originally published at Qualcomm’s website. It is reprinted here with the permission of Qualcomm. From more on-device AI features on your phone to the future of cars, 2025 is shaping up to be a big year Over the last two years, generative AI (GenAI) has shaken up, well, everything. Heading into

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BrainChip Brings Neuromorphic Capabilities to M.2 Form Factor

Laguna Hills, Calif. – January 8th, 2025 – BrainChip Holdings Ltd (ASX: BRN, OTCQX: BRCHF, ADR: BCHPY), the world’s first commercial producer of ultra-low power, fully digital, event-based, neuromorphic AI, today announced the availability of its Akida™ advanced neural networking processor on the M.2 form factor, enabling a low-cost, high-speed and low-power consumption option for

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Israeli Start-up Visionary.ai Powers the Revolutionary Under-display Camera on the Lenovo Yoga Slim 9i

The long-awaited camera-under-display laptop technology is being launched at CES for the first time on Lenovo Yoga Slim 9i Jan 08, 2025 – JERUSALEM, ISRAEL – Under-display cameras—fully hidden beneath laptop screens—have been an unrealized dream until now. This revolutionary technology enables Lenovo to deliver a sleek, bezel-free design while maintaining exceptional video quality, thanks

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Intel Accelerates Software-defined Innovation with Whole-vehicle Approach

At CES 2025, Intel unveils new adaptive control solution, next-gen discrete graphics and AWS virtual development environment. What’s New: At CES, Intel unveiled an expanded product portfolio and new partnerships designed to accelerate automakers’ transitions to electric and software-defined vehicles (SDVs). Intel now offers a whole-vehicle platform, including high-performance compute, discrete graphics, artificial intelligence (AI), power

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