USU CS6640 Final Project

A Study of Segmenting and Classifying Handwriting Samples Using Convolutional Neural Networks

This project was created as a Python Jupyter Notebook in Google Colab. It is a study of handwriting classification and segmentation using TensorFlow (v2.17.1).

How to run

Import CS6640-Project.ipynb into Google Colab. The datasets are pulled automatically into the Notebook.

Note: This project requires more RAM than the CPU and T4 GPU hardware accelerators provide. For this reason, we recommend using either the A100 GPU, L4 GPU, or the TPU v2-8 hardware accelerator. We used the A100 GPU and L4 GPU hardware accelerators when running the code.