Turn back the clocks three months and the events industry was in turmoil. Leading industry events across the globe were being canceled or scaled-down significantly, and the next opportunity of a face-to-face event was very uncertain. But now, our industry…

The advent of artificial intelligence (AI) is creating a wealth of opportunities ranging from better user experiences with consumer products to automated quality control on factory floors – and this list of AI-driven use-cases is growing exponentially…

We live in a world where voice-based products have significantly changed the way we communicate with technology. It is predicted that smart assistant devices in the home will grow by 1.6 billion units in 2022 in the US alone. Soon, you will be able to…

The way we interact with technology is changing through the power of artificial intelligence (AI) and machine learning (ML). New ML platforms such as voice assistants and smart wearables are revolutionizing how people and technology interact. ML models…

Yesterday, at Google I/O, Google announced that they are partnering with Arm to develop TensorFlow Lite Micro and that uTensor – an inference library based on Arm Mbed and TensorFlow –  is becoming part of this new project. (See the Mbed b…

There’s no denying that Embedded World (EW) is a whirlwind – 1000 exhibits, 35,000 visitors and over 2,000 industry participants – but now that it’s all over and the dust has settled, I wanted to take a moment to reflect on its impact, and consider the…

Overview

This blog is for embedded software developers who want to apply Machine Learning (ML) on Arm Cortex-M. We will show you how to deploy a trained Neural Network (NN) model (using Caffe as an example) on those constrained platforms with the Arm…

The Google Cloud Next ‘18 conference in San Francisco is less than a week away, and with the release of Google Cloud IoT Core managed service earlier this year, there is likely to be a strong emphasis on securely connecting IoT devices at potentially…

These days, just about everyone in the technology industry is talking Artificial Intelligence (AI) and Machine Learning (ML). There’s a huge amount of excitement and a rush to be the first to get it right. What you might have noticed in this dialogue…

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…

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…

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…

My son has had asthma since he was three years old. Ben is now 10, and during that time, it’s been fascinating to experience the challenges associated with asthma technique and medication from a parent’s perspective.  

For example: it’s advised…

The Smart Home market is now at an inflection point. Early devices in the market were connected to the internet but were typically single-function, often lacking connectivity to other devices and with closed APIs, denying the user the ability to design…