{"repo":"VoxelCubes/PanelCleaner","free":true,"listed":false,"github":"https://github.com/VoxelCubes/PanelCleaner","clone":"git clone https://github.com/VoxelCubes/PanelCleaner.git","description":"An AI-powered tool to clean manga panels.","language":"Python","stars":475,"topics":["ai","cli","image-processing","machine-learning","manga","text-cleaner"],"license":"GPL-3.0","category":"machine-learning","readme_excerpt":"Panel Cleaner This tool uses machine learning to find text and then generates masks to cover it up with the highest accuracy possible. It is designed to clean easy bubbles, no in-painting or out-of-bubble text removal is done. This is intended to save a lot of monotonous work for people who have to clean a lot of panels, while making sure it doesn't paint over anything that it wasn't supposed to. Visualized in the top right page: - Various boxes are drawn where the AI found text. - (Green) The AI also generates a precise mask where it detected text. - (Purple) These masks are expanded to cover any nearby text that wasn't detected, as well as jpeg artifacts. - (Blue) For masks that are a tight fit, the border around the edge of the mask is denoised for final clean-up, without affecting the rest of the image. The two bottom pages are what the program can output: either just the transparent mask layer and/or the mask applied to the original image, cleaning it. Contents Features \\ Limitations \\ Why Use This Program? \\ Installation \\ Usage \\ Profiles \\ OCR \\ Examples \\ Acknowledgements \\ License \\ Roadmap \\ FAQ (Frequently Asked Questions) \\ Translating Features - Cleans text bubbles without leaving artifacts. - Avoids painting over parts of the image that aren't text. - Inpaints bubbles (with LaMa machine learning) that can't simply be masked out. - Ignores bubbles containing only symbols or numbers, as those don't need translation. - Offers a GUI for easy use, dark, light, and s","default_branch":null,"files":null,"tree":[],"storefront":"/r/VoxelCubes","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/VoxelCubes/PanelCleaner/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}