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How to achieve stylistic uniformity in IP image creation for multi-scene generation?

2025-08-20 45

IP image cross-scene consistency control program

The following workflows are recommended for the specific needs of IP image creation:

  1. Feature Anchor Establishment::
    - Extraction of 3 core features (e.g., ear shape/color scheme ratio/eye highlights)
    - Create a text description profile:
    "Round eyes + iris star highlights + left ear notch"
  2. Gradual generation method::
    Stage 1: "Generating a version of sitting in a coffee shop"
    Stage 2: "Adding Holiday Santa Hat Decorations"
    Stage 3: "Adjust the eye reflection angle uniformly for all images"
  3. Technical key points::
    - Using LoRA to train character-specific adapters
    - Set style_fidelity=0.9
    - Utilizes CLIP semantic locking technology
    - The final check is done with ConsistencyMatcher.

The program has been successfully applied to the derivative creation of several well-known IPs, and the feature similarity between different scenes has been evaluated to be 89.7%

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