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Artificial Intelligence for IoT Cookbook

You're reading from  Artificial Intelligence for IoT Cookbook

Product type Book
Published in Mar 2021
Publisher Packt
ISBN-13 9781838981983
Pages 260 pages
Edition 1st Edition
Languages
Author (1):
Michael Roshak Michael Roshak
Profile icon Michael Roshak

Table of Contents (11) Chapters

Preface 1. Setting Up the IoT and AI Environment 2. Handling Data 3. Machine Learning for IoT 4. Deep Learning for Predictive Maintenance 5. Anomaly Detection 6. Computer Vision 7. NLP and Bots for Self-Ordering Kiosks 8. Optimizing with Microcontrollers and Pipelines 9. Deploying to the Edge 10. About Packt

How it works...

In this recipe, first, we import OpenCV. We then select the first camera it finds (camera(0)). If we were looking for the second camera it finds, then we would increment the camera number (camera(1)). Next, we check whether the camera is available. There can be several reasons why a camera might not be available. First, it could be opened by something else. You could, for example, open the camera in a different application to see whether it is working and this would prevent the Python application from detecting and connecting to the camera. Another common issue is that releasing the camera step in the code does not get executed and the camera needs to be reset. Next, we capture the video frames and present them on the screen until someone presses the Q key. Finally, after someone has exited the application, we release the camera and close the open window.

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