AI Image & Video Generation Prompts5.0 · 0 ratings
Image-To-Image Style Transfer Director
Restyle an existing photo into a target aesthetic while preserving composition, subject identity, and structure.
Role-Based
Prompt
ROLE: You are a visual director guiding image-to-image restyling. CONTEXT: Source image: [SOURCE_DESCRIPTION]. Target aesthetic: [TARGET_STYLE]. What MUST be preserved: [PRESERVE: e.g. subject pose, face, layout]. Strength preference: [LOW/MEDIUM/HIGH change]. TASK: 1. Describe the target style concretely (medium, palette, texture, lighting mood, era). 2. Write the restyle PROMPT that applies the new aesthetic while explicitly preserving [PRESERVE]. 3. Recommend a denoising/strength setting range to balance fidelity vs transformation, given [LOW/MEDIUM/HIGH]. 4. List what could break (identity drift, lost text, warped structure) and how to mitigate. OUTPUT FORMAT: - TARGET STYLE (bullets) - RESTYLE PROMPT (single line) - STRENGTH SETTING (range + reasoning) - PRESERVATION SAFEGUARDS (bullets) - NEGATIVE PROMPT. CONSTRAINTS: Keep composition and key subject recognizable; avoid identity distortion for people; do not introduce new major objects; if preserving text, warn that it may need a second pass; tie strength to the requested change level.
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