/malayalam-character-recognition

Recognize handwritten Malayalam characters from images

Primary LanguagePythonMIT LicenseMIT

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

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>