How to train your own machine learning model?

Published by Kushtrim Hamzaj
July 12, 2023

How did I train my own machine learning model? What were the steps involved in the previous experiments with HandPose and BodyPose? Was the process complicated and challenging? Training your own machine learning model can range from straightforward to complex, particularly for creatives who may not have a background in data science. However, tools like @ml5js Neural Network simplify the process significantly by enabling model creation and training directly in the browser with little lines of code.

Initialization and Setup

The application begins by initializing several global variables to manage video capture, hand pose detection, font settings, and user interface (UI) elements. Key variables include video for the webcam feed, handpose for the hand pose model, and various UI components such as buttons, sliders, and containers. This setup phase ensures that all necessary elements are ready for the application’s core functionalities.

The full Article is coming soon.