Balloon.7z

This report covers (often distributed as Balloon.7z or BallonsTranslator.7z ), an AI-assisted tool designed to automate the translation of comic and manga panels. 1. Overview

: Recognizes and extracts the source text from the detected areas. Balloon.7z

: Removes the original text from the image, creating a clean background for the translation. This report covers (often distributed as Balloon

is a deep-learning-based application that identifies text within speech bubbles (balloons), extracts it, translates it, and re-renders the translated text back into the original image. It is primarily hosted on GitHub by developer dmMaze . 2. Core Functionality The software processes images through four distinct stages: : Removes the original text from the image,

: Translates the text into the target language and renders it using matched formatting and font styles. 3. Technical Specifications

: Automatically locates all text regions or bubbles in the image.