Tinyml. Book of recipes
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TINYML is a technology designed to expand the use of artificial intelligence due to devices with small energy consumption, such as microcontrollers. After reading this book, you can freely use the advanced practices and frameworks of the ML in your work.
Among the topics under consideration:
Principles of programming microcontrollers,
Fundamentals for the deployment of applications on Arduino Nano 33 Ble Sense and Raspberry Pi Pico,
The introduction of the application reacting On a human voice, using Edge Impulse,
Using transfer learning to classify interior with Arduino Nano 33 Ble Sense,
Creating an application for gestures with Raspberry Pi Pico,
Development of the Cifar model -10 for microcontrollers with a limited memory volume,
launching an image classifier on the virtual ARM Ethos-U55 Micronpu with MicrotVM.
The publication is intended for developers who are interested in creating machine learning applications on microcontrollers. A basic acquaintance with C/C ++, Python and command line interface (CLI), preliminary knowledge about microcontrollers is not required
Among the topics under consideration:
Principles of programming microcontrollers,
Fundamentals for the deployment of applications on Arduino Nano 33 Ble Sense and Raspberry Pi Pico,
The introduction of the application reacting On a human voice, using Edge Impulse,
Using transfer learning to classify interior with Arduino Nano 33 Ble Sense,
Creating an application for gestures with Raspberry Pi Pico,
Development of the Cifar model -10 for microcontrollers with a limited memory volume,
launching an image classifier on the virtual ARM Ethos-U55 Micronpu with MicrotVM.
The publication is intended for developers who are interested in creating machine learning applications on microcontrollers. A basic acquaintance with C/C ++, Python and command line interface (CLI), preliminary knowledge about microcontrollers is not required
Author:
Author:Йодиче Джан Марко
Cover:
Cover:Hard
Category:
- Category:Engineering & Transportation
- Category:Reference books
ISBN:
ISBN:978-5-93700-169-6
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