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AI and ML blog

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  • Embedded AI for Healthcare: How We Built COVID-Net for Embedded Devices

    Mary Bennion
    Mary Bennion
    In this blog, read about what COVID-Net is doing in embedded healthcare.
    • July 16, 2020
  • Unlocking the power of collaborative learning on Arm MCUs

    Mary Bennion
    Mary Bennion
    Read this blog from Alexander Eroma, head of Intelligence at Octonion about collaborative learning with Arm MCUs.
    • July 6, 2020
  • TinyML: TVM Taming the Final (ML) Frontier

    Mary Bennion
    Mary Bennion
    In this blog, read about TinyML and the optimization of TVM.
    • June 8, 2020
  • Introducing Arm’s AI Virtual Tech Sessions for Software Developers

    Mary Bennion
    Mary Bennion
    Join Arm's AI virtual tech talk series covering the latest trends in machine learning development, including deployment, optimization, best practices, as well as new ML technologies shaping the industry…
    • June 8, 2020
  • Building Bazel and TensorFlow 2.x on AArch64

    Matthew Du Puy
    Matthew Du Puy
    In this blog, read the steps in order to build Bazel and TensorFlow on AArch64.
    • June 3, 2020
  • Unlocking AI on Arm Microcontrollers with Deep Learning Model Optimization

    Mary Bennion
    Mary Bennion
    Read about the emergence of AI and deep learning on embedded devices and platforms.
    • April 21, 2020
  • Train a TinyML model to recognize sounds that uses 23 kB of RAM

    Mary Bennion
    Mary Bennion
    Read about how to train a TinyML model to recognize sounds.
    • April 6, 2020
  • An Introduction to Machine Learning on Mobile

    Pablo Hernandez Almudi
    Pablo Hernandez Almudi
    A blog about machine Learning that discuss some ideas and experiences that might get you interested in creating your own ML app.
    • December 16, 2019
  • Arm NN plugin framework

    Matteo Martincigh
    Matteo Martincigh
    Read about an exciting new plugin framework with Arm NN.
    • November 21, 2019
  • Using Arm v8 for Vision at the Edge

    Mary Bennion
    Mary Bennion
    Read about the work to maximize performance using the Arm v8 architecture. Specifically, by taking advantage of the NEON (DSP instruction) and a Floating-Point Unit (FPU).
    • October 31, 2019
  • TensorFlow World PyBadge

    Matthew Du Puy
    Matthew Du Puy
    TensorFlow is powering everything from data centers to edge devices, across industries. With TensorFlow 2.0 and the evolving ecosystem of tools and libraries, it is doing it all so much easier. At this…
    • October 28, 2019
  • Optimizing AI workloads with Ethos NPUs

    Dylan Zika
    Dylan Zika
    The new Ethos-N NPU series addresses the performance needs of the most demanding ML use cases to deliver a superlative UX without compromising battery life.
    • October 23, 2019
  • New Arm ML guide: Deploying a quantized TensorFlow Lite MobileNet V1 model

    Darren Doyle
    Darren Doyle
    Announcing an ML how-to guide which gives an end-to-end solution on using the Arm NN SDK. It acts as a great starting point for mobile app developers who want to trial the Arm NN SDK.
    • September 10, 2019
  • AI Basics: Training vs Inference – What’s the Difference?

    Hellen Norman
    Hellen Norman
    So you know your ML from your AI? Great. Want to know more about training and inference? Read on...
    • September 10, 2019
  • BFloat16 processing for Neural Networks on Armv8-A

    Nigel Stephens
    Nigel Stephens
    The next revision of the Armv8-A architecture will introduce Neon and SVE vector instruction designed to accelerate Neural Networks using the BFloat16 format.
    • August 29, 2019
  • Powering the Edge: How Will YOU Do ML?

    Dylan Zika
    Dylan Zika
    You’ve got a great little edge device, and you’re keen to add machine learning capabilities to assist local decision-making. So, what do you do next?
    • July 30, 2019
  • New online training course - Machine Learning using Arm

    NickT
    NickT
    Arm is pleased to announce a new online training topic, Machine Learning using Arm. It covers Arm’s IP solutions for optimizing ML applications for Arm hardware.
    • July 9, 2019
  • Arm Ethos-N ML Inference Processors: Powering Exciting User Experiences on Edge Devices

    Ian Forsyth
    Ian Forsyth
    CPUs and GPUs are ML powerhouses in their own right, but the Arm ML processor delivers the most efficient processing for an exciting UX on edge devices.
    • May 27, 2019
  • Accelerating innovation: transforming businesses through smart sensing and AI

    Chris Shore
    Chris Shore
    Machine learning is changing the way we interact with technology. Arm's Chris Shore talks to Imagimob about their intelligent software solutions with actionable insights in real-time.
    • May 14, 2019
  • Why Google’s TF Lite Micro Makes ML on Arm Even Easier

    Hellen Norman
    Hellen Norman
    Google partners with Arm to develop TensorFlow Lite Micro; uTensor – an inference library based on Arm Mbed and TensorFlow –  becomes part of the project.
    • May 9, 2019
  • Living on the Edge: Why On-Device ML is Here to Stay

    Hellen Norman
    Hellen Norman
    Discover why on-device machine learning is here to stay – and what it's already doing for you.
    • April 10, 2019
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