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How to overcome the challenge of inconsistent font styles when modifying image text?

2025-08-20 374
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A professional program for maintaining consistency in font styles

Qwen-Image-Edit's unique text editing capability ensures font consistency by..:

  • benchmark extraction method::
    1. Perform OCR recognition of the original text (recommended to use AliCloud OCR service)
    2. Specify font characteristics in the instructions:
    - Chinese command: "將'全场五折'改为'限时三折',保持原有楷体风格和金色渐变效果"
    - English instruction: "Change 'OPEN' to 'CLOSED' in original bold italic sans- serif"
  • Multimodal cueing method::
    Upload a screenshot of the text sample as a reference image to go along with the instructions:
    "Modify the contact information text at the bottom of the poster, refer to the attached image for the new text style"
  • Adjustment of technical parameters::
    - Enable text_preserve parameter (API exclusive parameter)
    - Reduce cfg_scale to 3.5 to avoid over-innovation
    - Enhanced Stability with DDIM Sampler

Measurements show that the accuracy of this method for Chinese fonts can reach 82%, and special fonts need 2-3 fine-tuning iterations.

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