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How to overcome the problem of recognizing the accuracy of image-to-code conversion of complex UI components?

2025-08-25 1.3 K

Hybrid solution of step-by-step processing + manual checking

The main challenges of complex UI recognition are (1) visual element overlapping (2) dynamic effect expression (3) responsive layout adaptation.

  • A hands-on approach to optimizing recognition accuracy::
    1. Pre-processing of images: extraction of clear layers using Figma/Photoshop (PNG-24 format recommended)
    2. Partition Recognition: Split complex designs into Header/Body/Footer for uploading in batches.
    3. Add comments: add special requirements (e.g. hover effects, breakpoints) in the image description box
  • Post-adjustment tips::
    • Use the plugin's built-in CSS tweaking tool (shortcut ALT+Z to bring up the visual editor)
    • Regenerate unsatisfactory sections individually (right-click on the code segment → Regenerate section)
    • Saving success stories to the custom template library (My templates)

It is recommended to use Figma design specification checking plug-ins (e.g. Contrast) in conjunction to correct design problems in advance.

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