Face Recognition System using PCA, LDA, KNN, and SVM

Implemented a Face Recognition Machine Learning System using the ORL face dataset.

The project includes:

Image preprocessing and feature extraction

Dimensionality reduction using PCA and LDA

Classification using KNN and SVM

Performance comparison between different models and parameters

The system evaluates face recognition accuracy and analyzes the impact of dimensionality reduction techniques on classification performance