Simple Text Extractor

This program performs intelligent character recognition on images in a fast and simple way by extracting and classifying individual letters. Character model is trained on a custom CNN in PyTorch using the EMNIST Dataset.

Sample

Result

THE QUICK BROWN FOX
JUMPED OVER A LAZY DOG

Result

MY NUMBER I5 88XXX03034

Working

Replace test_img2 by the required image or change the path in the line img = cv2.imread('./test_img2.jpg') in textExtractor.py