A repository for the Intro to Data Science (WIA1007) group project.
Group Name: Intelligex (B)
Project Title: Handwritten Digit Classification
Group Members:
- Mujahed Yahia Murad (S2042189) - Leader
- Muhammad Shaban Waris (S2038756)
- Shahzeb Zoaib (S2042057)
- Mohammad Yaqub (S2107708)
The main goal of this project is classify handwritten digits into 10 possible classes (Digits 0~9), the project is built in shiny.
Contents:
- The Main folder contains the Shiny page, called shinyPage.R.
- The Model folder contains the neural network model, called model.h5.
- The ModelScript folder contains the R script for the model, called model.R.
- The PredictionScript folder contains an R script that allows the user to look at the functionality of the model, called fullScript.R.
- The PresentationScript folder contains the rStudio presentation along with the images used in the presentation.