topic Re: Integrating machine learning algorithms for LULC classification using python in ArcGIS API for Python Questions

Integrating machine learning algorithms for LULC classification using python

Bashyal_Suraj — Sun, 19 Jul 2020 19:09:59 GMT

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.

Re: Integrating machine learning algorithms for LULC classification using python

DanPatterson — Sun, 19 Jul 2020 19:27:56 GMT

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

Re: Integrating machine learning algorithms for LULC classification using python

Anonymous User — Mon, 20 Jul 2020 17:11:09 GMT

Hey,

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.