• Abin John Jinoy
• Adwaith K Raman
• Christin K Y
• Hafez Abid
• Dr. Sandeep Bhat,Sudheesh K P

Real time text translator App uses Google Translate API to translate entered text or message into a selected language. For instance, if the user entered text in English & translation language is selected as Marathi, the google translation API will translate it into the Marathi Language. The recognition engine for the Neural Machine Translation (NMT) model in the Google Translation API supports more than a hundred languages. Language code parameters are used to specify these languages within a recognition request. Users can switch the language; the user can enter the text in Hindi or Marathi or any other language. There is another option, if the user speaks any text or message, it will detect it and translate it into the selected language.

Deep Learning, CNN, OpenMP, VGG16

"REAL TIME TEXT TRANSLATOR", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.12, Issue 7, page no.513-516, July-2025, Available :http://www.jetir.org/papers/JETIRGX06097.pdf

"REAL TIME TEXT TRANSLATOR", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.12, Issue 7, page no. pp513-516, July-2025, Available at : http://www.jetir.org/papers/JETIRGX06097.pdf