Direct Conclusion
To translate images or scanned documents, the text recognition problem must be solved first.
Processing Flow
- 01Use OCR to convert image content into editable text
- 02Verify the accuracy of recognition results
- 03Complete translation in the text layer
Main Difficulties
- 01OCR recognition errors are amplified in translation results
- 02Tables, formulas, and special symbols are easily lost
- 03Original layout structure is difficult to restore
Optimization Suggestions
- 01Choose an OCR engine suitable for the document type
- 02Perform manual or rule-based verification on key fields
- 03Reorganize layout after translation
Final Judgment
The translation quality of images and scanned documents depends on recognition accuracy rather than the translation model itself.
The translation quality of images and scanned documents depends on recognition accuracy rather than the translation model itself.