How to Extract Features From Images

For machine learning algorithm

illustration to explain the curse of dimensionality (image by author)

Feature engineering is the process of taking raw data and extracting features that are useful for modeling. With images, this usually means extracting things like color, texture, and shape. There are many ways to do feature engineering, and the approach you take will depend on the type of data you’re working with and the problem you’re trying to solve.