How to Translate Text From an Image
Extract text from a menu, sign, screenshot or document image and translate it in a reviewable workflow.
6 min read · PublishedImage translation has two stages: OCR first recognizes the source words, then a translation model converts the editable text into the target language. Reviewing both stages prevents a small recognition error from becoming a misleading translation.
Prepare and recognize the source
Use a sharp, upright image and select the language printed in it. Crop unrelated multilingual content when it could confuse reading order. Run OCR and compare the extracted words with the image before translating.
- Correct names and numbers first
- Keep sentences together for context
- Process separate columns individually
Choose the target language
After OCR, choose the language you want and start translation. Only the extracted text—not the original image—is sent for this optional cloud step.
Menus, signs and interface screenshots often contain short phrases with little context. If a translation seems ambiguous, keep surrounding headings or complete sentences in the source text.
Review meaning, not just grammar
Check proper nouns, measurements, warnings and domain terminology carefully. Machine translation may produce fluent wording while misunderstanding an abbreviation or context.
For legal, medical, financial or safety-critical material, use a qualified human translator. This workflow is designed for convenient understanding and drafting, not certified translation.
Place translated text back into an image
If you are localizing an image you own, first clean the old wording with the removal tool, then add reviewed replacement text with the editor. Keep the original for comparison.
Example workflow
- Source
- A restaurant menu photo with section headings, dish names, descriptions and prices.
- Result
- OCR creates editable source text and the translation step returns a reviewable target-language draft.
- Check
- Keep dish names with their descriptions and verify prices, allergens and culturally specific terms with the original.
Limitations to account for
- Translation quality depends on accurate OCR; an incorrect source word can change the meaning of the result.
- Short labels and isolated phrases may not provide enough context for one definitive translation.
- The workflow is not a certified translation service and needs qualified review for legal, medical, financial or safety-critical content.