Malayalam Character Recognition

Malayalam handwritten character recognition using convolutional neural networks.

Dataset

Download the dataset from here and extract the contents to rawdata

Libraries used

• Augmentor
• OpenCV
• Numpy
• Keras

How-To

Install libraries : pip install -r requirements.txt

Augment the data : python dataset_augmentor.py
Crop and resize the images : python data_cleaner.py
Process the images : python data_process.py
Train the network : python train.py
Predict an image : python scan.py -i <filename>