• MWC18:有大脑的智能手机摄像头

    Song Bin 宋斌
    Song Bin 宋斌

    原文地址:https://community.arm.com/graphics/b/blog/posts/mwc18-a-smartphone-camera-with-a-brain

    移动仍然是一个充满活力的行业,技术创新为这个行业带来了繁荣,特别是围绕摄像头相关技术。2017 年,使用移动设备拍摄的照片有超过 1.2 万亿(即 1,200,000,000,000)张。智能手机每年的出货量超过 15 亿部,它不仅是驱动技术创新的平台和创造经济收益的主要载体,还是能够触及全球大多数人的平台。我们荣幸地宣布…

    • over 2 years ago
    • 中文社区
    • 中文社区博客
  • Arm is changing machine learning experiences: Project Trillium

    Jem Davies
    Jem Davies

    Imagine you’re 30 meters down, diving above a reef surrounded by amazing-looking creatures and wondering what species the little yellow fish with the silver stripes is. You could fumble around for a fish chart, if you have one, but what you really want…

    • over 2 years ago
    • Processors
    • Processors blog
  • Arm ML Processor: Powering Machine Learning at the Edge

    Ian Forsyth
    Ian Forsyth

    It would be really amazing to have a personal assistant in my hands that is actually smart, truly understands my words and responds intelligently to resolve day-to-day tasks. The recent advancements in Machine Learning (ML) make me optimistic that such…

    • over 2 years ago
    • Processors
    • Processors blog
  • CMSIS-NN尝鲜记

    章政
    章政

    随着物联网的流行,节点的低功耗,实时性智能需求也在不断增多。神经网络(Neural Network)作为一种热门的人工智能技术方向,网上已经非常丰富的介绍文档,我就不再赘述。传统的神经网络需要大量的计算资源去实现,相对于学习过程来说,推理所需要的资源相对较少,但仍然十分巨大。如何在性能相对较弱的微处理器上实现神经网络的快速推理过程?这需要对现有的神经网络模型进行大量的优化,CMSIS-NN就是在这个方向上的一个非常好的尝试。

    CMSIS的全称是Cortex Microcontroller Software…

    • over 2 years ago
    • 中文社区
    • 中文社区博客
  • Arm Innovator Program Presents: Forrest Iandola on A.I. with Hackster.io

    Rex St. John
    Rex St. John

    Join Arm and Hackster.io for our second Arm Innovator interview this coming Tuesday, February 13th featuring Forrest Iandola, the CEO / founder of DeepScale. Forrest is an expert in the fields of autonomous vehicles, perceptual computing and an accomplished…

    • over 2 years ago
    • Innovation
    • Innovation blog
  • Running AlexNet on Raspberry Pi with Compute Library

    Gian Marco Iodice
    Gian Marco Iodice

    If you’d like to develop your Convolutional Neural Networks using just the Compute Library and a Raspberry Pi, this step-by-step guide will show you how… and it comes complete with all the tools you’ll need to get up and running.

    If…

    • over 2 years ago
    • Processors
    • Processors blog
  • Arm NN: Build and Run ML Apps Seamlessly on Mobile and Embedded Devices

    Tim Hartley
    Tim Hartley

    Recently, we announced our neural network machine learning (ML) software, Arm NN, a key piece of technology that makes it much, much easier to build and run ML applications on power-efficient, Arm-based platforms.

    In essence, the software provides a bridge…

    • over 2 years ago
    • Software Tools
    • Tools, Software and IDEs blog
  • Using Arm development solutions to bring On-Device Machine Learning inference to embedded world

    odinlmshen
    odinlmshen

    Machine Learning (ML) is moving to edge no doubt. A lot of embedded devices want to have edge computing capability to provide more advanced services, like voice recognition for smart speaker and face detection on surveillance camera. Constructing a solid…

    • over 2 years ago
    • Software Tools
    • Tools, Software and IDEs blog
  • Teaching Scratchy to Walk with Neural Networks

    Hellen Norman
    Hellen Norman

    What would you do with a Cortex-M4, a motor or two, some lego and a few cable ties? Well, if you’re Sebastian Förster, an embedded systems developer based in Germany, the answer is a small, four-legged robot that you’d teach to walk using neural networks…

    • over 2 years ago
    • Processors
    • Processors blog
  • Machine Learning moving to the Network edge to improve next generation services

    Jim Wallace
    Jim Wallace

    Artificial intelligence (AI) is a technology that is already impacting our lives, from recognizing who’s in our photos on social media to spotting patterns in medical data, defining the evolution of self-driving cars and running real-time fraud detection…

    • over 2 years ago
    • Processors
    • Processors blog
  • New CMSIS-NN Neural Network Kernels Boost Efficiency in Microcontrollers by ~5x

    Vikas Chandra
    Vikas Chandra

    Neural Networks are becoming increasingly popular in always-on IoT edge devices performing data analytics right at the source, reducing latency as well as energy consumption for data communication. CMSIS-NN is a collection of efficient neural network…

    • over 2 years ago
    • Processors
    • Processors blog
  • How to Achieve High-Accuracy Keyword Spotting on Cortex-M Processors

    Vikas Chandra
    Vikas Chandra

    It IS possible to optimize neural network architectures to fit within the memory and compute constraints of microcontrollers – without sacrificing accuracy. We explain how, and explore the potential of depthwise separable convolutional neural networks…

    • over 2 years ago
    • Processors
    • Processors blog
  • Arm support for Android NNAPI gives >4x performance boost

    Robert Elliott
    Robert Elliott

    The launch of Arm support for the Android Neural Networks API (NNAPI) sees the release of open-source, optimized neural network operators that deliver significant performance uplift across CPUs and GPUs.

    Back in May at Google I/O, we heard the first public…

    • over 2 years ago
    • Open Source Software and Platforms
    • Android blog
  • Exploring the Arm dot product instructions

    Jason Andrews
    Jason Andrews

    Arm’s latest Cortex-A55 and Cortex-A75 CPUs, in addition to being based on DynamIQ technology, implement new instructions, added in Armv8.4-A, to calculate dot products. The instructions are signed dot product (SDOT) and unsigned dot product (U…

    • dot-product-sw.tgz
    • over 2 years ago
    • Software Tools
    • Tools, Software and IDEs blog
  • Arm倾力打造的人工智能联盟到底在做什么,一文为你揭秘

    Song Bin 宋斌
    Song Bin 宋斌

    各位用户大家好,

    可能有些朋友知道今年7月份,Arm和上下游的一些合作伙伴一起,打造了一个人工智能生态联盟(AIEC),详情可以参见我以前的这篇文章:

    https://community.arm.com/cn/b/cn-news/posts/arm-ai-ecosystem-consortium-2017

    这个联盟到底在做啥,Arm为什么要在人工智能AI大热的今天推出这个联盟,对Arm也好,对Arm的伙伴也好,到底有什么好处? 我相信,除了我之外,很多朋友都有这样的疑问。

    带着这个问题,版主我今天利用下午的时间…

    • over 3 years ago
    • 中文社区
    • 中文社区博客
  • Arm joins Facebook and Microsoft to bring next-generation AI to life

    Dennis Laudick
    Dennis Laudick

    News highlights

    • Arm joins Facebook, Microsoft, and others on the ONNX format project to empower innovation within the AI community.
    • Arm is partnering with Facebook to optimize the Facebook application on billions of Arm-based devices.
    • As a leader in…
    • over 3 years ago
    • Processors
    • Processors blog
  • Where does big.LITTLE fit in the world of DynamIQ?

    Govind Wathan
    Govind Wathan

    The recent announcement of Arm DynamIQ technology has generated a lot of curiosity within both the tech industry and the tech-savvy consumers, regarding the impact on the future of big.LITTLE technology. The short answer is that big.LITTLE technology is…

    • over 3 years ago
    • Processors
    • Processors blog
  • Arm Compute Library for computer vision and machine learning now publicly available!

    Roberto Mijat
    Roberto Mijat

    Emerging technologies like machine learning (ML), virtual reality (VR), augmented reality (AR), and computer vision (CV) are providing fantastic opportunities for innovation and business growth across the whole Arm ecosystem and in all market segments…

    • over 3 years ago
    • Graphics and Gaming
    • Graphics and Gaming blog
  • Arm DynamIQ: Expanding the possibilities for artificial intelligence

    Nandan Nayampally
    Nandan Nayampally

    In the past four years alone, we have witnessed an amazing expansion of compute. Go inside the numbers of the recent 100 billion Arm-based chips milestone and you will see that 50 billion were shipped by our partners from 2013 to 2017, which demonstrates…

    • over 3 years ago
    • Processors
    • Processors blog
  • Arm DynamIQ: Technology for the next era of compute

    Govind Wathan
    Govind Wathan

    We are in the age of connected intelligence, and it is completely transforming how we live. I see technology making decisions for us regularly and anticipating our next move. Most of the time my devices know what I want even before I know what I want…

    • over 3 years ago
    • Processors
    • Processors blog
  • PerceptIn Enabled Embedded Deep Learning Inference Engine with the ARM Compute Library

    Evens Pan
    Evens Pan

    Deep learning is a rapidly evolving field in modern artificial intelligence (AI) and signal processing, with diverse applications including object detection, human identification, speech recognition, gesture tracking and so on. It is providing fantastic…

    • over 3 years ago
    • Internet of Things
    • Internet of Things
  • Arm Cortex-A75: ground-breaking performance for intelligent solutions

    Stefan Rosinger
    Stefan Rosinger

    Its seems like it was only yesterday when we announced the Arm Cortex-A73, the most power-efficient high-performance Cortex application processor to date. Today we can see Cortex-A73 in production, powering cutting-edge devices in the mobile and consumer…

    • over 3 years ago
    • Processors
    • Processors blog
  • Arm Cortex-A55: Efficient performance from edge to cloud

    Govind Wathan
    Govind Wathan

    Have you heard? There are a couple of new CPUs in town... and they pack a punch! Of course, I am talking about the Arm Cortex-A75 and Cortex-A55, the first Cortex-A processors based on the recently announced, DynamIQ technology. In this blog, we will…

    • over 3 years ago
    • Processors
    • Processors blog
  • Accelerating AI experiences from edge to cloud

    Nandan Nayampally
    Nandan Nayampally
    • First processors based on Arm DynamIQ technology take a big step towards boosting AI performance by more than 50x over the next 3-5 years
    • Arm Cortex-A75 delivers massive single-thread compute uplift for premium performance points
    • Arm Cortex-A55 is the…
    • over 3 years ago
    • Processors
    • Processors blog
  • Google and the quest to bring Artificial Intelligence to the masses

    Pablo Fraile
    Pablo Fraile

    I recently attended the 11th Google I/O, a conference where 7000 developers gather near Google’s headquarters to learn about, and celebrate, everything new that Google announces across its increasing range of products and services.

    The announcements…

    • over 3 years ago
    • Graphics and Gaming
    • Graphics and Gaming blog
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