Multilingual Character Recognition And Character Translation For Devnagari Character Over The Image

Abstract

A Technology used for image translation the user can translate the text on images or pictures taken of printed
text (posters, banners, menu list, sign board, document, screenshot etc.). Translation can be done by applying optical
character recognition (OCR) technology to an image to extract any text contained in the image, and then have this text
translated into a language of their choice, and the applying image processing on the original image to get the translated
image with a new language. We primarily focus on images taken with a mobile phone camera. To pre-process images
and Translate the character in user selected language. Character translation is the technique which is used for the translate
character in the one language to another language like Marathi to Hindi or Hindi to English. The translator is taking the
character which is segmented by the character segmentation and then translates it into our specific language. The purpose
of this project is to develop such a tool which takes an Image as input and extract characters (alphabets, digits, symbols)
from it. This Image can be of handwritten document or Printed document. All users are understanding the contents of an
image or the valuable information, there is need of analyzing the text appears in it.