Algorithms

Quantization of Convolutional Neural Networks: Quantization Analysis

Algorithms, Articles, Software, Tools /

See “Quantization of Convolutional Neural Networks: Model Quantization” for the previous article in this series. In the previous articles in this series, we discussed quantization schemes and the effect of different choices on model accuracy. The ultimate choice of quantization scheme depends on the available tools. TFlite and Pytorch are the most popular tools used […]

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The Rising Threat of Deepfakes: A Ticking Time Bomb for Society

Algorithms, Market Analysis, Software, Tools /

In an era where reality seems increasingly malleable, the emergence of deepfake technology has catapulted us into uncharted territory. Deepfakes, synthetic digital media generated by artificial intelligence to manipulate images, audio, or video, pose a profound threat to the fabric of truth and trust in our society. The allure of deepfake technology lies in its

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Efficiently Packing Neural Network AI Model for the Edge

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

This blog post was originally published at Ceva’s website. It is reprinted here with the permission of Ceva. Packing applications into constrained on-chip memory is a familiar problem in embedded design, and is now equally important in compacting neural network AI models into a constrained storage. In some ways this problem is even more challenging

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AI Decoded From GTC: The Latest Developer Tools and Apps Accelerating AI on PC and Workstation

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

This blog post was originally published at NVIDIA’s website. It is reprinted here with the permission of NVIDIA. Next Chat with RTX features showcased, TensorRT-LLM ecosystem grows, AI Workbench general availability, and NVIDIA NIM microservices launched. Editor’s note: This post is part of the AI Decoded series, which demystifies AI by making the technology more

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The Rise of Generative AI: A Timeline of Breakthrough Innovations

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. Explore the most pivotal advancements that shaped the landscape of generative AI From Alan Turing’s pioneering work to the cutting-edge transformers of the present, the field of generative artificial intelligence (AI) has witnessed remarkable breakthroughs — and

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Qualcomm Announces Breakthrough Wi-Fi Technology and Introduces New AI-ready IoT and Industrial Platforms at Embedded World 2024

Aerospace and Defense, Algorithms, Industrial Vision (Computer Vision), News, Processors, Qualcomm, Robotics, Software, Tools /

Highlights: Qualcomm Technologies’ leadership in connectivity, high performance, low power processing, and on-device AI position it at the center of the digital transformation of many industries. Introducing new industrial and embedded AI platforms, as well as micro-power Wi-Fi SoC—helping to enable intelligent computing everywhere. The Company is looking to expand its portfolio to address the

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Arm Accelerates Edge AI with Latest Generation Ethos-U NPU and New IoT Reference Design Platform

Algorithms, Arm, News, Processors, Software, Tools /

News highlights: New Arm Ethos-U85 NPU delivers 4x performance uplift for high performance edge AI applications such as factory automation and commercial or smart home cameras New Arm IoT Reference Design Platform, Corstone-320, brings together leading-edge embedded IP with virtual hardware to accelerate deployment of voice, audio, and vision systems With a global ecosystem of

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What Changed From VCRs to Software-defined Vision?

Algorithms, Edge AI and Vision Alliance, Market Analysis, Memory, Processors, Sensors and Cameras, Software, Tools, Videos /

The Edge AI and Vision Alliance’s Jeff Bier discusses how advances in embedded systems’ basic building blocks are fundamentally changing their nature. The Ojo-Yoshida Report is launching the second in our Dig Deeper video podcast series, this issue focusing on “Embedded Basics.” Our guest for the inaugural episode is Jeff Bier, founder, Edge AI and Embedded Vision

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Viking 7B/13B/33B: Sailing the Nordic Seas of Multilinguality

Algorithms, News, Silo AI, Software, Tools /

Europe’s largest private AI lab, Silo AI, is committed to strengthening European digital sovereignty and democratizing access to European large language models (LLMs). Together with University of Turku’s research group TurkuNLP and HPLT, Silo AI releases the first checkpoints of Viking, an open LLM for all Nordic languages, English and programming languages. Viking provides models

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How to Enable Efficient Generative AI for Images and Videos

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. Find out how Qualcomm AI Research reduced the latency of generative AI Generative artificial intelligence (AI) is rapidly changing the way we create images, videos, and even three-dimensional (3D) content. Leveraging the power of machine learning, generative

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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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