Photo to Sticker Collage Scrapbook Cover AI Image Prompt
Transform the {argument name="source image" default="uploaded photo"} into {argument name="visual style" default="Sticker Collage Scrapbook Cover Effect"}. Use the {argument name="source image" default="uploaded image"} as the ONLY identity reference for the subject. Preserve identity, face shape, hairstyle, expression, outfit cues, and overall recognizability while rendering the final concept in a polished, premium, highly shareable way. Build the full scene around the exact visual language implied by the title. Keep the subject clearly readable. Add the right atmosphere, props, and composition cues to make the concept instantly understandable. Negative constraints. No identity drift, no extra people, no broken anatomy, no muddy rendering, no generic AI artifacts, and no irrelevant mixed styles.
Content: Structure: source image as identity reference, transform into specified visual style (Sticker Collage Scrapbook Cover Effect); preserve face, hairstyle, expression, outfit cues; build full scene around implied title; add atmosphere, props, composition cues; negative constraints to avoid identity drift, extra people, broken anatomy, muddy rendering, AI artifacts, mixed styles.
Pros: 1. Explicitly requires preserving identity features for recognizability; 2. Detailed negative constraints to prevent common AI issues.
Cons: 1. Heavily relies on uploaded source image, limiting creativity; 2. Single fixed style lacks diversity.
Reference image: Dependent on reference image
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