Chapter 10: Designing TinyML Applications
In the previous chapters, our projects ranged from building a weather station to a line-following robot. In this chapter, we will discuss developing TinyML applications using the Pico. We will start by introducing TinyML and its potential uses. Then, we will discuss an example that involves image classification.
In this chapter, we will cover the following topics:
- Introducing TinyML
- Keyword recognition in audio samples
- Classifying images
- Developing edge devices
Technical requirements
The following hardware is required for this chapter:
- Raspberry Pi Pico (https://bit.ly/3AJtoAf): USD 4
- Arducam Camera Shield (https://amzn.to/32KPqVN): USD 25.99
- Adafruit PDM microphone breakout (https://bit.ly/3tGCzRt ...
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