Sharris/age-detection-demo

Age Detection Demo

This is a demo of an age regression model trained on the UTKFace dataset. Upload a face image and the model will predict the person's age.

Model Information

• —Model: MobileNetV2-based regression model
• —Dataset: UTKFace
• —Task: Age estimation from face images
• —Input: RGB face image (224x224)
• —Output: Predicted age in years

Usage

1. 1.Upload a cropped face image (crop to face for best results)
2. 2.Click submit
3. 3.View the predicted age

The model works best with:

• —Clear, well-lit face images
• —Images cropped to show mainly the face
• —Front-facing or near-front-facing poses

Model Repository

The model is hosted at: Sharris/age_detection_regression

Limitations

• —This model provides age estimates for research and educational purposes
• —Results may vary based on image quality, lighting, and pose
• —The model reflects biases present in the training data
• —Not suitable for high-stakes decision making