Analyzing Demographic Bias in Artificially Generated Facial Pictures

Soon-gyo Jung
Soon-gyo Jung
Shammur Chowdhury
Shammur Chowdhury

CHI '20: CHI Conference on Human Factors in Computing Systems Honolulu HI USA April, 2020, pp. 1-8, 2020.

Cited by: 0|Bibtex|Views17|Links
EI

Abstract:

Artificial generation of facial images is increasingly popular, with machine learning achieving photo-realistic results. Yet, there is a concern that the generated images might not fairly represent all demographic groups. We use a state-of-the-art method to generate 10,000 facial images and find that the generated images are skewed toward...More

Code:

Data:

Your rating :
0

 

Tags
Comments