Explore how land use types can be classified based on aerial and satellite photographs of the earth's surface. We will learn to build our own photo masks based on ready-made masks and display them on the screen, we will learn how to upload photos, transform pixels and colors into a data set. Then we will learn how to build a classifier and predict land use masks based on it.
The stages:
- Download and visualization of images
- DataSet creation
- Classification model creation
- Create your own mask of land use
- How to download and transform images.
- Create a DataSet of the colors of images.
- Build a classification model.
- Build land use masks based on a classifier.