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On-device face recognition with RGB camera on DTVs
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
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
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
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
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
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
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
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
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
Moving the gym to your living room: Body pose tracking on your Smart TV
Mina Dimova
This blog explains how developers can create fitness and exercise applications on Smart TVs for the end-user.
March 29, 2021
Getting real-time CNN inference for AR on mobile
Pavel Rudko
This blog explains how to get real time results with CNN inference for Augmented Reality (AR) on Mobile.
March 15, 2021
Building a mobile AR filter app in Unity
Pavel Rudko
This blog describes the process for building an augmented reality (AR) filter mobile app in Unity.
February 11, 2021
Making the most of Arm NN for GPU inference: FP16 and FastMath
Roberto Lopez Mendez
This blog demonstrates how to significantly reduce memory usage and achieve a substantial inference speed-up through enabling new Arm NN features.
January 26, 2021
Profiling Arm NN Machine Learning applications running on Linux with Streamline
Florent Lebeau
This blog article introduces how to profile and optimize machine learning applications running with the Arm NN inference engine.
January 20, 2021
Accelerating ML inference on X-Ray detection at edge using Raspberry Pi with PyArmNN
Sandeep Singh
This blog is trying to showcase an X-RAY classification model for detecting a COVID-19 vs Healthy patients using the CovidX database.
December 9, 2020
Why standard benchmarks matter to AI innovation?
Dylan Zika
Arm and MLCommons, a global engineering consortium are working together to push industry benchmarks and best practices for AI.
December 4, 2020
TVM 2020
Karl Fezer
What is TVM? A quick guide on why developers focused on ML Deployment should be aware.
December 2, 2020
Accelerating Edge Computing with Arm Ethos-N78 and Artisan Physical IP on GLOBALFOUNDRIES’ 12LP+ Specialty Solution
Lakshmi Jain
In this blog, read about how to accelerate Edge Computing with Arm Ethos-N78 and Artisan.
November 4, 2020
Arm Ethos-U65: Powering innovation in a new world of AI devices
Tanuj Arora
Read about Arm Ethos-U65 and the expansion of Artificial Intelligence (AI).
October 19, 2020
Imagimob: The Fastest Path from Data Collection to Embedded AI Application
Mary Bennion
Learn how to collect data and deploy to an embedded device. This blog will show you how to do this for headphones with gesture recognition features using the world's smallest radar system by Acconeer
October 19, 2020
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
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