senegal-lcluc-tutorials

Tutorial and workshop materials for the Senegal LCLUC Field Campaign

General Tutorials

• ARSET Machine Learning Tutorials
• ILAB Jupyter Notebooks
• STG Machine Learning Tutorials

Operations and Tools

• EVHR
• SRLite
• Tensorflow Caney
• Senegal LCLUC
• Image Cluster
• EO Validation

Demo Notebooks

Machine Learning Fundamentals

Lecture Topic	Interactive Link
ML Algorithms Introduction

Deep Learning Pipelines

To use GEE in Colab for large scale jobs, you will need to setup a Google Cloud bucket.

Lecture Topic	Interactive Link
WorldView Training Pipeline
Data Download Planet
GEE CNN Tutorial
GEE Pretrained CNN

Additional References

• awesome-earth-artificial-intelligence
• awesome-open-geoscience
• segment-anything-geospatial