no code implementations • 17 Aug 2022 • Sreeraj Ramachandran, Ajita Rattani
Published studies have suggested the bias of automated face-based gender classification algorithms across gender-race groups.
Ranked #1 on Fairness on MORPH (using extra training data)
no code implementations • 9 Oct 2021 • Aakash Varma Nadimpalli, Narsi Reddy, Sreeraj Ramachandran, Ajita Rattani
However, these deep learning models need large amount of labeled data for model training and optimum parameter estimation.
no code implementations • 4 Oct 2021 • Sreeraj Ramachandran, Aakash Varma Nadimpalli, Ajita Rattani
Experimental investigations on challenging Celeb-DF and FaceForensics++ deepfake datasets suggest the efficacy of deep face recognition in identifying deepfakes over two-class CNNs and the ocular modality.