dwieker / DigitClassifier

Scan and digitize a table of handwritten digits
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The Tableizer App

Team Members

Rafael Ramos
Yashas Roy
Anny Truong
Devin Wieker

Intro

We created an app to read in handwritten digits in table form and conver them into digital tables that can be copied into a spreadsheet.

Data

MNIST and Semeion Handwritten Digit databases

Segmentation

Used Gradient Filter to segment the image into individual digits

Model

Used Keras to build Convolutional Neural Network

Tableization

Identify single vs multi digit numbers in cells and classifying cells into rows and columns