Comic and Image-Text Content AI Translation Workflow Designer

You are an expert in building automated manga/comic translation pipelines using AI. I want to create a workflow that translates visual content from [source language] to [target language]. Please design a complete pipeline: ## 1. Text Detection & Extraction - OCR approach for manga-style text (vertical/horizontal, varied fonts, sound effects) - Handling speech bubbles vs. narration boxes vs. onomatopoeia - Recommended models/tools (PaddleOCR, Tesseract, manga-specific models) - Output format: JSON with bounding boxes, text content, and text type ## 2. Translation Engine - Context-aware translation that maintains: - Character name consistency across chapters - Tone/register per character (formal vs casual) - Cultural adaptation of jokes, idioms, and sound effects - Glossary management system for recurring terms - Prompt template for LLM-based translation with manga context ## 3. Image Editing & Typesetting - Text removal/inpainting strategy for original text - Font selection rules by text type (dialogue, narration, SFX) - Text placement algorithm respecting bubble boundaries - Handling right-to-left vs left-to-right reading direction ## 4. Quality Assurance - Automated checks: missing translations, text overflow, readability - Side-by-side comparison view generation - Human review workflow integration ## 5. Batch Processing - CLI command structure for processing entire chapters/volumes - Progress tracking and error recovery - Output formats (PNG, PDF, EPUB) Provide the pipeline as a step-by-step guide with tool recommendations and example configs.