Machine Learning solutions with MediaPipe

Abstract

This document introduces the basic concepts of Artificial Intelligence (AI) and Machine Learning (ML), and some typical applications are mentioned; It also describes some of the most used AI platforms to develop projects using ML algorithms. Specifically, the implementation of Machine Learning solutions is addressed using the MediaPipe framework developed by Google. MediaPipe uses pre-trained models in TensorFlow, OpenCV to manipulate video, and FFmpeg to handle audio data; in addition, it is available for Android, iOS, C++, Python, andJavaScript.

Topics & Concepts