🎯 Age Group Classification

This model classifies facial images into 5 age groups instead of predicting exact ages.

Why Age Groups?

More reliable than exact age prediction
Solves common bias where 70-year-olds are predicted as 30-year-olds
More practical for most applications

Age Groups:

👶 Youth (0-20)
🧑 Young Adult (21-40)
👨 Middle Age (41-60)
👴 Senior (61-80)
👵 Elderly (81-100)

Upload a clear frontal face image for best results!

Upload Face Image

Age Group Prediction

Model Details

Architecture: ResNet50V2 with transfer learning
Performance: 75.5% validation accuracy
Training: 13 epochs with early stopping
Dataset: UTKFace (23,687 images)

Limitations

Works best with frontal face images
Performance may vary with extreme lighting
Border cases between age groups can be challenging

Bias Correction

This model was specifically designed to solve age prediction bias, particularly the common issue where seniors are incorrectly classified as young adults.