Nepali Devanagari Letter Classifier

In the search of deep data analytics we come to deep machine learning, which is the most famous way of finding patterns in data and predicting the future state of data patterns.

In this Python-based machine learning project I have written a convolution-based deep learning code for predicting and recognising numbers, letters, and more. The code uses transfer learning to predict numbers and letters in real time by means of OpenCV, a C++ based visual module. Our model performs well at recognising letters and numbers.

The model was trained on a local dataset — the Devanagari dataset.

You can find all the code on my GitHub.