The ability to comprehend and process multilingual content is of utmost importance today in the interconnected world. Japanese is one of many languages that focus toward specialized Optical Character Recognition (OCR) systems due to its unique scripts: Kanji, Hiragana, and Katakana. Japanese OCR technology enables machines to recognize and interpret characters in these scripts and smoothens the communication, digital conversions, and worldwide collaboration processes.