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