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How Image Translation Actually Works: From Pixels to Translated Text

Translating text on a web page is easy. The browser already knows where the text is, what each sentence says, and how it should be displayed. Images are different.

  • Detect text regions in images using bounding boxes
  • OCR converts pixels to characters with challenges from image quality
  • Translate context-aware text back into image with layout preservation

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