How Does Gender Balance In Training Data Affect Face Recognition Accuracy?
How Does Gender Balance In Training Data Affect Face Recognition Accuracy?
Deep learning methods have greatly increased the accuracy of face recognition, but an old problem still persists: accuracy is usually higher for men than women. It is often speculated that lower accuracy for women is caused by under-representation in the training data. This work investigates female under-representation in the training …