revantteotia / gurumukhi-digit-classification

Gurmukhi Digit Classification

Gurmukhi is one of the popular Indian scripts widely used in Indian state of Punjab. This is an attempt to classify handwritten Gurmukhi digits using simple Neural Networks (no CNN).

gur_digit_data_observation.ipynb : Jupyter Notebook to analyse the dataset

gur_digit_classification.ipynb : Jupyter Notebook containing experiments to classify the digits using simple Neural Networks

gur_digit_classification_with_augmentation.ipynb : Jupyter Notebook containing experiments to classify the digits using simple Neural Networks and utilizing image distortions in training images

test.py : To evaluate the trained model on a test dataset and plot the confusion matrix