Class project write-up for GIS 5578, Spring Semester 2017
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Code_For_Review
Scripts_Orfeo
Scripts_QGIS
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.DS_Store
Part0-0-Introduction.md
Part0-1-ToolsSetup.md
Part1-AccessNAIPDataFromAWS.md
Part2-CreateROIShapefileQGIS.md
Part3-ImageClassificationOrfeo.md
Part4-Conclusion.md
README.md
References.md

README.md

Paint by numbers with NAIP: A tour of AWS, QGIS scripting, and Orfeo Toolbox for image classification

Alison Link | University of Minnesota | GIS 5578 | Spring Semester 2017

  • Part 0.0.: Introduction - Get acquainted with the data, and focus the project

  • Part 0.1.: Tools Setup

  • Part 1: Access NAIP images via AWS

  • Part 2: Manually label regions for interest to prepare for training a classification model, with some help from QGIS Python scripting

  • Part 3: Train and apply a classification model using Orfeo Toolbox

  • Part 4: Conclusion - Identifying changes, confusion, and next steps

  • References: References