Automatic Translation of Comics ( Bande Dessinée, Manga, Webtoons, etc) with Speech Bubble Detection, Text Segmentation, OCR and Inpainting

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I'd like to share what i've been working on for a while. A python desktop app for automatically translating comics in a variety of formats (Image, Pdf, Epub and comic book archives) and in multiple languages. It uses 2 yolov8 models i trained for detection and segmentation, a suite of models for OCR depending on the language and a finetuned lama checkpoint for Inpainting.

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