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TinyML Cookbook - Second Edition

You're reading from  TinyML Cookbook - Second Edition

Product type Book
Published in Nov 2023
Publisher Packt
ISBN-13 9781837637362
Pages 664 pages
Edition 2nd Edition
Languages
Author (1):
Gian Marco Iodice Gian Marco Iodice
Profile icon Gian Marco Iodice

Table of Contents (16) Chapters

Preface Getting Ready to Unlock ML on Microcontrollers Unleashing Your Creativity with Microcontrollers Building a Weather Station with TensorFlow Lite for Microcontrollers Using Edge Impulse and the Arduino Nano to Control LEDs with Voice Commands Recognizing Music Genres with TensorFlow and the Raspberry Pi Pico – Part 1 Recognizing Music Genres with TensorFlow and the Raspberry Pi Pico – Part 2 Detecting Objects with Edge Impulse Using FOMO on the Raspberry Pi Pico Classifying Desk Objects with TensorFlow and the Arduino Nano Building a Gesture-Based Interface for YouTube Playback with Edge Impulse and the Raspberry Pi Pico Deploying a CIFAR-10 Model for Memory-Constrained Devices with the Zephyr OS on QEMU Running ML Models on Arduino and the Arm Ethos-U55 microNPU Using Apache TVM Enabling Compelling tinyML Solutions with On-Device Learning and scikit-learn on the Arduino Nano and Raspberry Pi Pico Conclusion
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Index

How can we power microcontrollers with batteries?

For many tinyML solutions, batteries could be the only power source for our microcontrollers and this final recipe will teach us how to power them with AA batteries.

Getting ready

Batteries are sources of electric power and have a limited charge capacity. The charge capacity (or battery capacity) quantifies the stored charge and is measured in milli-ampere-hour (mAh). Therefore, a higher mAh implies a longer battery life.

The following table reports some commercial batteries that find applicability with microcontrollers:

Figure 12.4: Some commercial batteries for microcontrollers

The battery selection depends on the required microcontroller voltage and other factors such as charge capacity, form factor, and operating temperature.

As we can observe from the preceding table, the AA battery provides a higher capacity, but it supplies 1.5V, which is typically insufficient for microcontrollers.

Therefore...

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