This project contains the implementation of Support Vector Machine (SVM) classifier which is a supervised machine learning algorithm to recognize faces and if an individual is wearing glasses or not on the Olivetti Faces dataset from the scikit-learn library in Python. In addition, we have also used cross validation method to better understand our formed model’s performance and its various parameters