Arm Community
Arm Community
  • Site
  • User
  • Site
  • Search
  • User
  • Groups
    • Research Collaboration and Enablement
    • DesignStart
    • Education Hub
    • Innovation
    • Open Source Software and Platforms
  • Forums
    • AI and ML forum
    • Architectures and Processors forum
    • Arm Development Platforms forum
    • Arm Development Studio forum
    • Arm Virtual Hardware forum
    • Automotive forum
    • Compilers and Libraries forum
    • Graphics, Gaming, and VR forum
    • High Performance Computing (HPC) forum
    • Infrastructure Solutions forum
    • Internet of Things (IoT) forum
    • Keil forum
    • Morello Forum
    • Operating Systems forum
    • SoC Design and Simulation forum
    • 中文社区论区
  • Blogs
    • AI and ML blog
    • Announcements
    • Architectures and Processors blog
    • Automotive blog
    • Graphics, Gaming, and VR blog
    • High Performance Computing (HPC) blog
    • Infrastructure Solutions blog
    • Innovation blog
    • Internet of Things (IoT) blog
    • Operating Systems blog
    • Research Articles
    • SoC Design and Simulation blog
    • Tools, Software and IDEs blog
    • 中文社区博客
  • Support
    • Arm Support Services
    • Documentation
    • Downloads
    • Training
    • Arm Approved program
    • Arm Design Reviews
  • Community Help
  • More
  • Cancel
Arm Community blogs
Arm Community blogs

AI and ML blog

  • Blogs
  • Mentions
  • Sub-Groups
  • Tags
  • Jump...
  • Cancel

AI and ML blog

  • Tags
  • Subscribe by email
  • More
  • Cancel
  • Analyzing Machine Learning models on a layer-by-layer basis

    George Gekov
    George Gekov
    In this blog, we demonstrate how to analyze a Machine Learning model on a layer-by-layer basis.
    • October 31, 2022
  • How audio development platforms can take advantage of accelerated ML processing

    Mary Bennion
    Mary Bennion
    Join DSP Concepts and Alif Semiconductor at Arm DevSummit 2022 to discuss ML techniques commonly used for audio. Discover the features and benefits of the Audio Weaver platform.
    • October 24, 2022
  • How to Deploy PaddlePaddle on Arm Cortex-M with Arm Virtual Hardware

    Liliya Wu
    Liliya Wu
    This blog introduces how to deploy a PP-OCRv3 English text recognition model on Arm Cortex-M55 processor with Arm Virtual Hardware.
    • August 31, 2022
  • Usability, performance, and new technologies for Machine Learning: Arm NN in 2021

    James Conroy
    James Conroy
    In this blog post, read about advancements in ML with Arm NN 2021.
    • February 2, 2022
  • Vela Complier: The first step to deploy your NN model on the Arm Ethos-U microNPU

    Liliya Wu
    Liliya Wu
    As first step to deploy your NN model on Ethos-U, Vela Complier is open-source and easy-use. Try it out and embrace the improvement of ML ability brought by Ethos-U to embedded system.
    • January 17, 2022
  • Optimize a ML model for fast inference on Ethos-U microNPU

    Elham Harirpoush
    Elham Harirpoush
    This blog post explains how to optimize a trained deep neural network model to run on Ethos-U55 and Ethos-U65.
    • January 11, 2022
  • Arm DevSummit: Sustainable Innovation – Jewel Beetle’s Wildfire Detection Solution

    pmallick
    pmallick
    This year’s Arm DevSummit Developer Competition winner explains how his wildfire detection solution uses tech to tackle real-life sustainability issues.
    • December 6, 2021
  • Paddle-Lite improves performance of mobile devices with Arm technology

    Liliya Wu
    Liliya Wu
    This Blog mainly introduced how Paddle-Lite improves performance of mobile devices with Arm technology, especially for CPU and Mali GPU.
    • December 3, 2021
  • The future of smart cameras is 64-bit processing

    ParagBeeraka
    ParagBeeraka
    Learn more about how the future of smart camera technology will bring with it profound transformations in the way we interact with each other and the world around us.
    • November 30, 2021
  • Arm ML Embedded Evaluation Kit

    Elham Harirpoush
    Elham Harirpoush
    Build and deploy embedded machine learning applications for Arm Cortex-M55 CPU and Arm Ethos-U55 NPU with Arm ML Embedded Evaluation Kit.
    • November 22, 2021
  • Using Arm Streamline for profiling ML workloads

    Pavel Rudko
    Pavel Rudko
    Learn more about how to use Arm Streamline to profile different machine learning workloads for your applications.
    • November 18, 2021
  • Unrolling RNN models for Arm Ethos-U55 and U65

    Richard Burton
    Richard Burton
    This blog will show you how to train and quantize a recurrent neural network using TensorFlow, then unroll it ready for deployment on Arm Ethos-U55.
    • November 5, 2021
  • On-device face recognition with RGB camera on DTVs

    Connor Wang
    Connor Wang
    On-device face recognition with RGB cameras on digital televisions (DTVs) is set to become an increasingly important feature for users. Read more in this post.
    • November 1, 2021
  • Image recognition on Arm powered microcontrollers

    Karl Fezer
    Karl Fezer
    In this blog we present a TinyML image recognition demo, on an Arm Cortex-M processor, using TensorFlow along with CMSIS-NN for optimized performance.
    • October 27, 2021
  • Advancing interactive intelligence

    Kentaro Niikura
    Kentaro Niikura
    In this guest blog post, from Kentaro Niikura, read about how Renesas is implementing an advancement in AI.
    • October 13, 2021
  • PyTorch to TensorFlow Lite for deploying on Arm Ethos-U55 and U65

    Richard Burton
    Richard Burton
    How to convert models to run Ethos-U55 and Ethos-U65 for models trained in PyTorch.
    • September 28, 2021
  • The growing power and influence of smartwatches

    Martin Bradley
    Martin Bradley
    This blog discusses the growth of smartwatches and how Arm is delivering processor power and efficiency capabilities for these devices.
    • September 27, 2021
  • Targeting carbon net zero through workflow efficiency

    Stephan Waldert
    Stephan Waldert
    Demand for compute is increasing, yet carbon emissions must be reduced. Machine learning can make workflows more efficient, reducing their carbon footprint.
    • August 3, 2021
  • Porting SSE to Neon: Are libraries the way forward?

    Ben Clark
    Ben Clark
    Moving from SSE to Arm Neon is a transition many developers are looking to make, with many already making the jump to Neon. In this blog we look at an easier way to achieve this process, and the steps…
    • July 1, 2021
  • Managing the Peaks for Commercial-Grade SLAM

    Mary Bennion
    Mary Bennion
    How do you enable your robot to navigate the complexities of world and be successful with the tasks & jobs you give them? Think about the elements that go into SLAM and learn about best practices for deployment…
    • April 20, 2021
  • Improve PyTorch App Performance with Android NNAPI Support

    Koki Mitsunami
    Koki Mitsunami
    This blog post is about sharing our experience in running PyTorch Mobile with NNAPI on various mobile devices. I hope that this will provide developers with a sense of how these models are executed on…
    • April 6, 2021
>