Age, Gender, and Race Estimation with ResNet

Estimate age, gender, and ethnicity from facial images using a ResNet model.

This project utilizes the UTK Faces dataset, by cropping the facial region, to train two ResNet models for facial attribute estimation:

• ResNet-50 for age estimation
• ResNet-18 for gender and ethnicity classification

Dataset link: UTK Faces

Pretrained models are included in this repository for direct inference.

Note

If running notebooks in Google Colab, set system = "colab" in the Utils section.
For local execution, set system = "local".