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Machine Learning with Python for PC, Raspberry Pi, and Maixduino

Paperback Engels 2022 1e druk 9783895765025
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Samenvatting

Most people are increasingly confronted with the applications of Artificial Intelligence (AI). Music or video ratings, navigation systems, shopping advice, etc. are based on methods that can be attributed to this field.

The term Artificial Intelligence was coined in 1956 at an international conference known as the Dartmouth Summer Research Project. One basic approach was to model the functioning of the human brain and to construct advanced computer systems based on this. Soon it should be clear how the human mind works. Transferring it to a machine was considered only a small step. This notion proved to be a bit too optimistic. Nevertheless, the progress of modern AI, or rather its subspecialty called Machine Learning (ML), can no longer be denied.

In this book, several different systems will be used to get to know the methods of machine learning in more detail. In addition to the PC, both the Raspberry Pi and the Maixduino will demonstrate their capabilities in the individual projects. In addition to applications such as object and facial recognition, practical systems such as bottle detectors, person counters, or a “talking eye” will also be created.

The latter is capable of acoustically describing objects or faces that are detected automatically. For example, if a vehicle is in the field of view of the connected camera, the information "I see a car!" is output via electronically generated speech. Such devices are highly interesting examples of how, for example, blind or severely visually impaired people can also benefit from AI systems.

Specificaties

ISBN13:9783895765025
Taal:Engels
Bindwijze:paperback
Aantal pagina's:247
Druk:1
Verschijningsdatum:10-2-2023
Hoofdrubriek:IT-management / ICT
ISSN:

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Over Günter Spanner

Günter Spanner has over 20 years’ experience as an electronic design engineer in industry and has worked for several large companies. In addition to his work as a lecturer, he has authored over 30 articles and books on the subjects of electronics, microcontrollers and sensor technology. He has also run successful courses and produced relevant study guides. He is a respected specialist in his field and attracts a wide audience for his presentations and webinars.

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        Machine Learning with Python for PC, Raspberry Pi, and Maixduino