We, Venkatesh and Zhijian, are PhD students at Georgia Tech. Font teller is our project for course CX 4240 - Introduction to Computational Data Analysis (a.k.a Introduction to Machine Learning). In this project, we used synthetic images of letters in different fonts and trained multiple machine learning models including random forest, logistic regression, and convolutional neural network (CNN), with the assistance of principal component analysis (PCA) as a pre-processing of data. Check in with the link down below on how we were able to distinguish letters in 13 different fonts.
https://chrisgrizzly.github.io/font.teller/
- Lib.py
- Lib_CNN.py
- CNN.py
- RF.ipynb
- index.html
- styles.css