1 Introduction

2 Fairness in Machine Learning  
2.1 Definitions  
2.2 Potential causes of bias in Computer Vision  
2.3 From determined bias to unknown bias in image analysis  
2.4 Current regulation of AI  

3 Bias detection  
3.1 Fairness metrics  
3.2 Unknown bias detection  

4 Obtaining fairness

5 A use-case for EuroSAT

6 Conclusion