TensorFlow Lite for Microcontrollers

TensorFlow Lite for Microcontrollers

Translation / TF Community Translation Team Introduction: We previously introduced “The Future of Machine Learning – Miniaturization (Part 1)&(Part 2)“, and many friends expressed great interest and raised some questions. This article provides a detailed introduction to microcontrollers. We welcome friends who are interested and have needs in this area to communicate with us more~ … Read more

Neural Network Algorithms for Microcontrollers: Making Control More Humanized

Hello everyone, I am Xiaodong. Today, let’s discuss an interesting topic – implementing neural network algorithms on microcontrollers. Sounds impressive, right? Don’t worry, follow me step by step, and I guarantee you’ll easily master this “intelligent brain”. 1. What is a Neural Network? In simple terms, a neural network is an algorithm that mimics the … Read more

Implementing Visual Wake Words Using TensorFlow Lite Micro

Implementing Visual Wake Words Using TensorFlow Lite Micro

By / Aakanksha Chowdhery, Software Engineer Why don’t you get a response when you say “Yo Google” to Google Assistant? After all, it’s only one word different from “Ok Google”. This is because Google Assistant recognizes only these two words as ‘wake words’. Wake words are crucial for low-power machine learning design, where models with … Read more