Text Extraction (OCR)

Extract speech bubbles, narration boxes, and SFX with panel-aware positioning to speed up translation and typesetting workflows.

Panel-aware detection

Captures text regions with coordinates to improve handoff between cleaner, translator, and typesetter.

Mixed bubble support

Handles curved speech bubbles, narration blocks, and many high-contrast SFX layouts.

Batch-ready flow

Process chapter stacks with consistent output formatting for faster review rounds.