no code implementations • 12 May 2021 • Kimmo Kärkkäinen, Shayan Fazeli, Majid Sarrafzadeh
We demonstrate the results of our algorithm on publicly-available datasets that contain all different hemorrhage types in various sizes and intensities, and our results are compared to earlier unsupervised and supervised algorithms.
no code implementations • 21 May 2020 • Jungseock Joo, Kimmo Kärkkäinen
Automated computer vision systems have been applied in many domains including security, law enforcement, and personal devices, but recent reports suggest that these systems may produce biased results, discriminating against people in certain demographic groups.
no code implementations • 17 Dec 2019 • Kimmo Kärkkäinen, Mohammad Kachuee, Orpaz Goldstein, Majid Sarrafzadeh
The chosen features should increase the prediction accuracy for a low cost, but determining which features will do that is challenging.
5 code implementations • 14 Aug 2019 • Kimmo Kärkkäinen, Jungseock Joo
Images were collected from the YFCC-100M Flickr dataset and labeled with race, gender, and age groups.
Ranked #3 on Facial Attribute Classification on FairFace