Balloon.7z

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

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: Balloon.7z

Users typically download the package (e.g., from MEGA or Google Drive), unzip the .7z file, and execute launch_win.bat to start the application. The tool allows for both fully automated batch processing and manual refinement of individual text blocks. BallonsTranslator/README_EN.md at dev - GitHub : Automatically locates all text regions or bubbles