Ayush Adhikari

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Ayush Adhikari

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Monday, May 19, 2025

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Japanese-To-English Translator

This is a translator program I built using Python that will take in a sentence in Japanese and translate the parts of the sentence into English and return an English translation. The original senetence is first split into various parts of speech using Japanese particles, which determines the transitivity of the verb if present and if a copula is present. Each part of speech is further broken down depending on the characters, length, conjugation, pairing, and use. This program does utilize the googletrans library as making a translator is a near impossible task, especially without the use of machine learning. The main feature of the program is to take the individual parts of the sentence, translate it using a csv with common words in Japanese, match it to a part of speech in English, and return that to the user. To learn more, click on the github icon next to the title of the project.

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This is a feature mainly used to demonstrate the use of the handwriting app built using a canvas and CNN. You can use the search bar to search the site for content or to navigate the site by typing in a word such as home, which will take you to the home page. Below the search bar is a canvas where you can draw letters. This is implemented using a digit recognition CNN. As the accuracy is around 89 percent, it might not always produce an accuracte prediction, for example between o and 0. You can use the three button next to the search bar to delete the last character, clear the search bar, and finally search the site.