Telugu text extraction and recognition using convolutional and recurrent neural networks

Abstract

Recognizing words form images is the most atomic aspect of an OCR system. Inspired by the recent success of deep-learning based techniques in computer vision & sequence prediction, an end-to-end trainable CNN-RNN based neural network model for recognizing Telugu words from images is presented. This model can also be extended to other languages.