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Usability, performance, and new technologies for Machine Learning: Arm NN in 2021
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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?
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
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
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
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
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
This blog describes the process for building an augmented reality (AR) filter mobile app in Unity.
February 11, 2021