This repository provides a convolutional neural network implementation in Keras for estimating both age and gender from face images. The model is trained on the IMDB-WIKI dataset, one of the largest public datasets for face images with age and metadata. The project includes scripts for downloading and preprocessing data, training the model, and running a demo that performs real-time inference from a webcam or image directory. A pre-trained model is provided and automatically downloaded for immediate use.