Google DeepMind: The Podcast cover image

Fair for all

Google DeepMind: The Podcast

CHAPTER

Women Also Snow Board

Image classifiers were shown images of people snow boarding, they were much more likely to label the person as il. When you trained models on thi data, it magnified an id this bias. And so whereas at train time, maybe you had a skew of 70, 30, men, women snow boarding, now at test time you have 90, ten. Once they recognized the image classifi as were biased, lisa anne and her colleagues shifted the garithm to focus on the subject of the photograph rather than their surroundings.

00:00
Transcript
Play full episode

Remember Everything You Learn from Podcasts

Save insights instantly, chat with episodes, and build lasting knowledge - all powered by AI.
App store bannerPlay store banner