Detextify

A specialized deep learning tool that removes unwanted text and watermarks from images while preserving underlying textures.

Detextify leverages a modified U-Net architecture to automate the removal of text overlays and watermarks from visual assets. It operates by generating precise masks for localized inpainting, ensuring that background patterns (like fabric weaves or architectural details) remain intact. This tool is built for developers and designers who need to clean datasets or restore archival photos without the manual labor of Photoshop's content-aware fill. By focusing on high-resolution output and edge consistency, it eliminates the ghosting artifacts common in generic image editors.

https://github.com/the-cryptic-coloration/detextify