Word prediction using CNN for ancient manuscripts

In this paper, we propose a CNN model for character recognition in Tamil palm-leaf manuscripts. Palm leaves served as the primary source retaining information numerous domains such science, literature, medicine, history and so on ancient times. is one of languages, there are several manuscripts that provide important information. These were destroyed some bacteria. As result, by predicting missing letter providing suggestions identifying word with high prediction rate, Convolutional neural network can play significant role training data set recovering valuable from