Manga109s Dataset Specific Text Recognition With Domain Adaptation

via “manga109s dataset-specific text recognition with domain adaptation”

image-to-text model by undefined. 2,96,179 downloads.

Unique: Trained exclusively on Manga109S with domain-specific annotations for manga layouts and typography — not a generic multilingual OCR model fine-tuned on manga, but purpose-built from the ground up for manga text recognition

vs others: Outperforms general-purpose Japanese OCR (like EasyOCR or Tesseract) on manga because it learned manga-specific visual patterns during training; more accurate than generic vision-language models (CLIP, ViT) because it was optimized for character-level text extraction rather than image classification