TextRIRO uses real data for style-preserving scene text editing
October 19, 2026
The TextRIRO baseline enables scene text editing by converting single real-world samples into self-paired training data through cropping, shuffling, and masking, reducing reliance on synthetic paired datasets.
HOW THIS AFFECTS YOU
●
builderYou can train more robust text-editing models using existing real-world datasets without generating synthetic pairs.
●
designerThis improves the ability to edit text within natural images while maintaining original styles.