EO College
EO College is a learning platform for all topics related to Earth Observation, remote sensing and image processing.
Here you can follow theoretical courses as well as gain practical knowledge.
Learn more at https://eo-college.org
Developed by Friedrich Schiller University Jena.
Field Boundaries
WGCapD Talk 25
Machine Learning for Sustainable Development - Global Glacier Mapping
Self-Supervised Learning - Contrastive Representation Learning
Self-Supervised Learning - Pretext tasks
Self-Supervised Learning - The SSL Pipeline
Self-Supervised Learning - Supervised vs. Self-Supervised Learning
Bayesian Estimation in Machine Learning - Training and Uncertainties
Bayesian Estimation in Machine Learning - Maximum Likelihood and Maximum a Posteriori Estimators
Bayesian Estimation in Machine Learning - Introduction and Examples
Deep Learning for SAR - Speckle Reduction
Deep Learning for SAR - Introduction
Machine Learning for Sustainable Development - Mapping Smallholder Farms
Machine Learning for Sustainable Development - Why Machine Learning for Earth Observation?
AI and Data Science in Earth Observation - Societal Grand Challenges
AI and Data Science in Earth Observation - Introduction
AI and Data Science in Earth Observation - Methodological Research
AI and Data Science in Earth Observation - Large Scale Representative Annotated Datasets
Machine Learning for Sustainable Development - Deliver Tenure Security for All
Ethics in AI4EO - Basic Concepts
Ethics in AI4EO - Applying Ethics to AI4EO
From Text to Image and Back - Changing Captions
From Text to Image and Back - Text to Images in Remote Sensing
From Text to Image and Back - Introduction
Ethics in AI4EO - Case Study
Identifying Ethical Issues and Opportunities in AI4EO Research - 01
Validation of large-scale Mapping Products
A Workflow in the Cloud
Cloud-native Data Formats
OpenEO - A standardized API for EO Cloud Processing