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TinyML Cookbook

You're reading from   TinyML Cookbook Combine machine learning with microcontrollers to solve real-world problems

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Product type Paperback
Published in Nov 2023
Publisher Packt
ISBN-13 9781837637362
Length 664 pages
Edition 2nd Edition
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Author (1):
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Gian Marco Iodice Gian Marco Iodice
Author Profile Icon Gian Marco Iodice
Gian Marco Iodice
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Toc

Table of Contents (16) Chapters Close

Preface 1. Getting Ready to Unlock ML on Microcontrollers FREE CHAPTER 2. Unleashing Your Creativity with Microcontrollers 3. Building a Weather Station with TensorFlow Lite for Microcontrollers 4. Using Edge Impulse and the Arduino Nano to Control LEDs with Voice Commands 5. Recognizing Music Genres with TensorFlow and the Raspberry Pi Pico – Part 1 6. Recognizing Music Genres with TensorFlow and the Raspberry Pi Pico – Part 2 7. Detecting Objects with Edge Impulse Using FOMO on the Raspberry Pi Pico 8. Classifying Desk Objects with TensorFlow and the Arduino Nano 9. Building a Gesture-Based Interface for YouTube Playback with Edge Impulse and the Raspberry Pi Pico 10. Deploying a CIFAR-10 Model for Memory-Constrained Devices with the Zephyr OS on QEMU 11. Running ML Models on Arduino and the Arm Ethos-U55 microNPU Using Apache TVM 12. Enabling Compelling tinyML Solutions with On-Device Learning and scikit-learn on the Arduino Nano and Raspberry Pi Pico 13. Conclusion
14. Other Books You May Enjoy
15. Index

Implementing an LED status indicator on the breadboard

Microcontrollers enable us to interact with the world around us by using sensors and performing physical actions, such as turning an LED on and off or moving an actuator.

In this recipe, we will learn how to connect external components with the microcontroller by building the following electronic circuit on the breadboard:

Figure 2.20: The LED power status indicator circuit

The electronic circuit illustrated in Figure 2.20 uses the red LED to indicate whether the microcontroller is connected to the power source.

Getting ready

Connecting external components to the microcontroller means physically joining two or more metal connectors. Although we could solder these connectors, it is not usual for prototyping because it is not quick and straightforward.

Therefore, this recipe presents a solderless alternative to connect our components effortlessly.

Making contact directly with the microcontroller...

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