5. Creating a custom template

So far, we've used pre-programmed analyzers. We will now design our own, custom-built machine learning model, and explain how to integrate it into an Android™ application. Initially, we present a summary of the history of machine learning.

5.1 Machine Learning

Machine learning is a sub-field of artificial intelligence. It involves programming a machine to learn how to perform tasks usually carried out by human beings, by studying examples of these tasks.

From the data, the machine tries to find a mathematical model, as simple as possible, that will enable it to reproduce the examples it has been shown. This model can be more or less complex. The simplest is the linear model f (x) = a · x + b. It separates a space into two distinct parts...

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Creating a custom template

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Bibliography

(1) - - https://developer.android.com/reference/ android/hardware/camera2/Camera Characteristics
(2) - TURING (A.M.) - Computing Machinery and Intelligence....

Websites

Android developers (page consulted on July 14, 2023). Reference site for programming on the Android™ platform. This site presents an important documentary reference base as well as the tools necessary for programming https://developer.android.com/

Development kit for the Android™ platform (page consulted on July 14, 2023). The...

Events

Google I/O (page consulted on July 14, 2023). Annual two-day conference organized by Google at the Moscone Center in San Francisco, California. Its aim is to announce developments in the many services and technologies offered by Google. https://io.google

Android Dev Summit (page accessed July 14, 2023). The world's leading conference for practical...