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Offered By: IBM

Data Science in Agriculture. Land use classification

In this lab, we will learn the basic methods of images transformation classification.

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Guided Project

Data Science

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At a Glance

In this lab, we will learn the basic methods of images transformation classification.

About

 In this laboratory, we will 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.


In this lab, we will learn the basic methods of images transformation classification. The laboratory consists of four stages:
  • Download and visualization of images
  • DataSet creation
  • Classification model creation
  • Create your own mask of land use

After completing this lab, you will be able 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.
 


Estimated Effort

1 Hour

Level

Advanced

Industries

Agriculture

Skills You Will Learn

Data Science, Artificial Intelligence, Machine Learning

Language

English

Course Code

GPXX0KHHEN

Released

August 07, 2021

Last Updated

October 24, 2023

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