nakranirudh / Face-Classification-Project

Implementation of fundamental classifiers without libraries

Implementing Face Classifier using Statistical Techniques

No libraries were used to implement the following:

1. Classifiers

   A. Bayes Classifier

   B. KNN Classifier

   C. Kernel SVM

   D. AdaBoost SVM

2. Dimensionality Reduction

   A. PCA

   B. Multiclass LDA

Additional information about the data and the classification task

1. Datasets

   A. DATA

   B. POSE

2. Classification task

   A. Identify the subject

   B. Discriminate between three different expressions of a subject