Smart Cheque Text Extractor using Keras/CNN

Abstract

Predictive analytics using machine learning is a much active field of research in today’s era. In this paper we present the handwriting recognition system. The system basically takes as input a handwritten text as input, performs segmentation on it and then predicts the output according to the trained model through CNN.  The experiments were carried out after training the dataset and were able to achieve an accuracy of Promising results are found and this model is beneficial as this will help to easy recognize text i.e. digits as well as characters from a given sample image.