Introduction to Google Earth Engine Python API for Machine Learning based Classification - Workshop
Welcome to the most comprehensive workshop on using the Google Earth Engine Python API for machine learning-based classification! If you're interested in remote sensing, geospatial analysis, or machine learning applied to Earth observation data, this workshop is a must-watch.
In the first half of the workshop, I provide a solid foundation by discussing the background of Google Earth Engine and its Python API. I also cover the benefits of using Python for Earth Engine, explore various learning resources, and guide you through setting up your development environment for seamless coding.
The latter part of the workshop is dedicated to a hands-on coding session, where I showcase practical examples using Google Colab. This workshop will walk you through the process of implementing supervised classification techniques in Earth Engine, leveraging machine learning algorithms to extract valuable insights from satellite imagery.
Topics Covered:
Why use the Python API for Google Earth Engine?
Learning the Earth Engine Python API
Setting up your environment
Machine Learning Overview
Supervised Classification in Earth Engine
Don't forget to check out the workshop materials and code examples on my GitHub repository. The links to all materials and sources mentioned in the workshop are available below:
Github Project Repo: https://github.com/waleedgeo/gee_py_ml
My Webpage: https://waleedgeo.com/
My Publications: https://waleedgeo.com/publication/
Slides PDF: https://github.com/waleedgeo/gee_py_m...
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En esta página del sitio puede ver el video en línea Introduction to Google Earth Engine Python API for Machine Learning based Classification - Workshop de Duración hora minuto segunda en buena calidad , que subió el usuario Mirza Waleed 25 diciembre 2023, comparta el enlace con amigos y conocidos, en youtube este video ya ha sido visto 4,355 veces y le gustó 191 a los espectadores. Disfruta viendo!
