News and Knowledge Portal for Identity Verification Professionals

collapse
...
Home / Technology / Synthetic data model shows promise for biometric bias mitigation
Synthetic data model shows promise for biometric bias mitigation

Synthetic data model shows promise for biometric bias mitigation

2024-03-26  Per Henrikson

By using a dataset created with GANDiffFace, researchers were able to fine-tune the ArcFace model for significantly lower FMRs for different demographic groups. A novel method of avoiding those limitations was presented at the Norwegian Biometrics Laboratory Annual Workshop 2024, hosted by the EAB earlier this month.


Share: