/FaceDigits-Classifier

Python implementation for Face and Digit classification via Perceptron, Naive Bayes, & KNN

Primary LanguagePython

Classifier for Faces and Digits

Created by Charles Li and Nicholas Schenk

This project implements 3 algorithms for identifying faces and digits using:

  • Perceptron
  • Naive Bayes
  • K-Nearest Neighbor

Changelog

11/26: created read.py. reads data from both face and number files into an array

11/26: created runner.py, perceptron.py. Refactored read.py to be work with main runner. Added debugging print statements

12/6: implemented naive bayes. Still needs feature extraction to perform better than 50% accuracy