Impact of Native Language to English Translator using Image Processing

Authors

  • Arjun Raja Y
  • Ashika N Bhandary
  • Chaitra Kulkarni
  • Aditya Abhishek
  • Sudha P R

Keywords:

Data augmentation, feature extraction, image processing, neural networks, text recognition

Abstract

Communication has come a long way since ancient times, what remains constant though is the language barrier. If we have control over this aspect, exchanging information for - be it the educational purpose or convenience purpose - simplifies. As we know, image processing and its management is the present. The proposed system provides automated data processing of handwritten Kannada script. A proficient pre-preparing methodology is introduced for extricating highlights from manually written characters and afterward making an interpretation of them into English utilizing neural systems. To overcome the barrier of non-existent standardized script, augmentation of available script is employed. The Kannada to English converter application helps those unfamiliar to either Kannada or English with a self-sufficient dynamic translator. It serves a wide variety of population ranging from the less privileged to the tourists easing everyday tasks.

Published

2019-12-19

Issue

Section

Articles