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Overview
1. Pre-Workshop Set Up
2. Introduction to Machine Learning
3. Sampling Design
Sampling Design using SEPAL
Sampling Design using AREA2
4. Your Interpretation Key
5. CEO
6. Drone Flight & Image Processing
Types of UAS Platforms
Sensors
Location Corrections
Liberian UAS Regulations
Before Flying
Manual Drone Flight
Flight for Photogrammetry
Image Processing
UAS Products & Data Analysis
Resources
Drone Photos
7. Intro to GEE
Introduction
Obtaining Imagery
8. Classification with SEPAL
Preprocessing Imagery
Random Forest Classification
9. Classification with GEE
Preprocessing Imagery
Random Forest Classification
Multiprobability Classification
Discussion
Challenges
10. Accuracy Assessment
Accuracy Assessment
Resources
SAR
Cloud Masking
Spectral Indices
Photos
Survey
6. Drone Flight & Image Processing
Drone Photos
Drone Photos We Took!
