Select to view content in your preferred language

Integrating machine learning algorithms for LULC classification using python

07-19-2020 12:09 PM
New Contributor

Can anyone provide me platform for learning image classification of Landsat imagery using machine algorithms(RF, SVM, DL, DT, KNN, NN) in python???? Are there tutorials regarding this where i can learn to integrate GIS and machine learning. I am new to machine learning and python so dont know the bridge between it. So tutorials would be helpful.

0 Kudos
2 Replies
MVP Esteemed Contributor

Have you seen the basic information links in the help topics?

Introduction to deep learning—ArcGIS Pro | Documentation 

or the samples on the api site

ArcGIS API for Python | ArcGIS for Developers 

samples are here

arcgis-python-api/samples at master · Esri/arcgis-python-api · GitHub 

... sort of retired...
by Anonymous User
Not applicable


Here is this sample on the developers site that has a section where LULC is performed on Landsat8 imagery using SVM classifier. Also now you can perform LULC using DL models like U-Net, here is a sample for that too.

I hope that helps.

Thank you.