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EVRI-thing You Need to Know About Machine Learning with Hyperspectral Images

Nov 16, 2023

Learn how to analyze hyperspectral images with non-linear machine learning methods like ANNs, XGBoost and UMAP in this free webinar.

The Art Image Dataset can be found here.

Table of Contents

00:00 – Introduction and Outline

02:55 – Multivariate and Hyperspectral Images

04:55 – Matricizing

06:05 – Working with Images

06:40 – Mississippi Landsat Image

23:15 – PCA and UMAP on Excedrin

31:10 – Classification with PLS-DA, ANN and/or SVM on Indian Pines

45:30 PLS and ANN Regression on Art Image

1:02:00 – Conclusions