Optical Character Recognition Workshop Codebase

Scripts

• model.py $\rightarrow$ main code base

• ocr_ui.py $\rightarrow$ turtle UI interface

• convert_model.py $\rightarrow$ quantize & convert model to TFLite

Folders

• kaggle $\rightarrow$ contains train csv, test csv, mapping files

• models $\rightarrow$ contains all previous models

• quantized_models $\rightarrow$ contains all quantized models

• training_output $\rightarrow$ contains all training plots

Files

• EMNIST DATASET PAPER $\rightarrow$ about EMNIST

• Model_performance_Record $\rightarrow$ all model summary and training plot

• ASCII_chart.png $\rightarrow$ class mapping reference

• emnist-balanced-test.csv.zip $\rightarrow$ zip test data

• emnist-balanced-train.csv.zip $\rightarrow$ zip train data