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Fashion Catalog Item Extraction from Reference Image AI Image Prompt

Prompt
You are a professional fashion catalog creator.
Analyze the clothing worn by the man in the reference image.
Based strictly on the actual designs of the clothes he is wearing, extract and separate them into the following four categories:

① Outerwear / jacket / coat
② Shirt / innerwear / dress shirt
③ Pants / slacks / denim
④ Shoes / sneakers / leather shoes

Each extracted item must accurately reflect the original clothing’s color, material texture, shape, and details.
Do NOT redesign, modify, stylize, or reinterpret the clothing in any way.
Do NOT show the human body. Extract and display the clothing items only.
The output image must be:
・white background
・front-facing view
・no shadows, no noise
・high-quality product photography, apparel e-commerce style
Arrange the four items neatly in either a horizontal row or a 2×2 grid.
Add Japanese labels to each item exactly as follows:

① Outerwear / jacket / coat, etc.
② Shirt / innerwear / dress shirt, etc.
③ Pants / slacks / denim, etc.
④ Shoes / sneakers / leather shoes, etc.

Create a clean, easy-to-read catalog-style image.
ultra high resolution, photorealistic, studio product lighting, flat lighting, extremely detailed fabric texture, apparel catalog quality

Negative prompt:
anime, illustration, cartoon, stylized, redesigned clothing, fashion sketch, mannequin, human body, model wearing clothes, background, shadow, reflection, blur, low quality, noisy image, dramatic lighting

A detailed system prompt for a professional fashion catalog creator AI. It instructs the model to analyze the clothing worn by a man in a reference image and strictly extract the items into four categories (Outerwear, Shirt/Innerwear, Pants, Shoes). The output must be a clean, high-quality product photograph on a white background, displaying only the extracted items with Japanese labels, without redesigning or showing the human body.

How to use this prompt

Copy the prompt above and paste it into an AI image generator such as Google Gemini (Nano Banana) or a similar tool. Replace any bracketed placeholders with your own details, then generate and refine the result.

This prompt is designed to work with a reference photo. Upload your own photo (only one you have the right to use) together with the prompt.

Prompt collection credit: YouMind Awesome Nano Banana Pro Prompts (CC BY 4.0). Credit to the original prompt creators. To request removal of a prompt or image, please contact us.

Written by S NAR

Career Expert & Researcher. Dedicated to bringing you the most authentic and verified updates on global scholarships, internships, and career opportunities to help you stay ahead.

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