Impact of Native Language to English Translator using Image Processing
Keywords:
Data augmentation, feature extraction, image processing, neural networks, text recognitionAbstract
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.