Project information
- Category: Machine Learning Project
- Report: google doc
- Code and dataset: www.github.com/rebeccareeba/DataScienceProtfolio
Eigenfaces and simple face recognition
This projects uses a subset of the famouse Yale faces data. I first did downsampling to reduce the rosolution of the images. The generate eigenfaces for the 2 individuals from the training set. I extraced weight vectors to combine the pictures to extract different "eigenfaces" that correspond to that person's pictures' first few principal components. Finally the face recognition was done through PCA.