Improving Fairness in Large-Scale Object Recognition by CrowdSourced Demographic Information

no code implementations • 2 Jun 2022 • Zu Kim, André Araujo, Bingyi Cao, Cam Askew, Jack Sim, Mike Green, N'Mah Fodiatu Yilla, Tobias Weyand

We showcase its application to the landmark recognition domain, presenting a detailed analysis and the final fairer landmark rankings.

Cultural Vocal Bursts Intensity Prediction Fairness +2

Towards A Fairer Landmark Recognition Dataset

no code implementations • 19 Aug 2021 • Zu Kim, André Araujo, Bingyi Cao, Cam Askew, Jack Sim, Mike Green, N'Mah Fodiatu Yilla, Tobias Weyand

To create a more comprehensive and equitable dataset, we start by defining the fair relevance of a landmark to the world population.

Landmark Recognition