This document discusses how to safely deal with untrusted programs (models or model parameters), and input data. Below, we also provide guidelines on how to report vulnerabilities in TensorFlow. At ...

Running TensorFlow Lite on microcontrollers is a pain. No doubt. If you're just getting started and you follow the official tutorials on the TensorFlow blog or the Arduino website, you'll soon get ...

Want to get started with machine learning on microcontrollers? This example demonstrates a full end-to-end workflow of training a model, converting it for use with TensorFlow Lite, and deploying it to ...

Just the other day, I posted a blog on learning about Machine Learning via a Raspberry Pi and commenter Mike Bryant flagged an Arduino route for voice recognition, and now I've just clocked a tweet ...

A question: if you’re controlling the classic video game Street Fighter with gestures, aren’t you just, you know, street fighting? That’s a question [Charlie Gerard] is going to have to tackle should ...

Abstract: Traditionally, original equipment manufacturers (OEMs) send device-specific over-the-air (OTA) packages to ensure the latest firmware, security patches, etc. With millions of IoT devices, ...

Machine learning is a complex discipline but implementing machine learning models is far less daunting than it used to be. Machine learning frameworks like Google’s TensorFlow ease the process of ...

Deep learning is changing our lives in small and large ways every day. Whether it’s Siri or Alexa following our voice commands, the real-time translation apps on our phones, or the computer vision ...