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Making the most of Arm NN for GPU inference: OpenCL Tuner
Roberto Lopez Mendez
This blog explores how to make the most of Arm NN for GPU inference through the new OpenCL Tuner.
October 15, 2020
Smart Pruning: Improve Machine Learning Performance on Mobile
Joshua Sowerby
This blog describes what smart pruning is and how it improves machine learning performance on mobile.
October 12, 2020
How to build scalable Next Best Action solution in pure SQL with Hivemall
dkovachev
In this blog, read about Hivemall with Next Best Action (NBA) and how to build scalable solutions.
September 10, 2020
Hybrid Computer Vision Recognition for Security Applications
Alex Avramenko
Read this blog, written by Elaine Lin from ZKTeco, about computer vision for security applications.
September 2, 2020
AnchorZ: DZ Authentication: Re-thinking Traditional Authentication Technology
Mary Bennion
In this blog, Masaaki Tokuyama, Founder & CEO, AnchorZ Inc. describes a different approach to device security by using biometrics combined with user behavior.
August 18, 2020
SensiML: Good data in, good model out, good result
Mary Bennion
Read this blog written by Chris Rogers, CEO SensiML.
August 13, 2020
Super Resolution on Arm NPU
Alex Avramenko
Read about super resolution on Arm NPU, content written by Alex Shang, Yabin Zheng, Mary Bennion, and Alex Avramenko. Background In the consumer electronics industry, high resolution has become widespread…
August 5, 2020
Fluent.ai efficient multilingual speech recognition and understanding on Arm Cortex MCUs
Mary Bennion
In this blog, written by Vikrant Tomar, Sam Myer and Kirsten Joe of Fluent.ai, read about multilingual speech recognition for Arm Cortex MCUs.
July 27, 2020
Using PSA Security Toolbox to protect ML on the edge
Michael Vakulenko
In this blog, read about Platform Security Architecture (PSA) and the Security Architecture Toolbox used to protect Machine Learning (ML) models on the edge.
July 17, 2020
Embedded AI for Healthcare: How We Built COVID-Net for Embedded Devices
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
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
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
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
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
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
Read about how to train a TinyML model to recognize sounds.
April 6, 2020
An Introduction to Machine Learning on Mobile
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
Read about an exciting new plugin framework with Arm NN.
November 21, 2019
Using Arm v8 for Vision at the Edge
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
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
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
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