Text to Image
Image-to-Image Fusion for Identity and Attire Transfer - Nano Banana Pro AI Prompt for Product Marketing — AI Image Prompt
A complex JSON prompt detailing an image-to-image fusion workflow. It specifies strict identity preservation from one reference image (Ana de Armas) and full outfit transfer (fabric, color, layering) from a second reference image. The resulting image should feature a dynamic pose on an upscale outdoor terrace during golden hour, emphasizing hyper-realistic skin texture and high-key lighting. - AIPinMaker
Prompt
{
"request_configuration": {
"workflow": "image_to_image_fusion",
"priority": "identity_preservation"
},
"source_references": {
"primary_subject": {
"id": "image_1",
"target_element": "facial_identity",
"subject_name": "{argument name="identity subject" default="Ana de Armas"}",
"constraints": "zero_morphing_policy"
},
"attire_reference": {
"id": "image_2",
"target_element": "full_outfit",
"transfer_attributes": ["fabric_texture", "color_palette", "layering"]
}
},
"generation_parameters": {
"subject_specs": {
"identity": {
"face": "{argument name="identity subject" default="Ana de Armas"} (reference image 1)",
"features": "locked",
"skin_texture": "hyper-realistic, detailed pores, natural blemishes"
},
"anatomy": {
"pose": "dynamic three-quarter turn, hand resting on hip",
"body_type": "consistent with Sydney Sweeney "
},
"styling": {
"outfit": "cloned from image 2",
"hair": "voluminous, natural wave, catching backlight"
}
},
"environment_specs": {
"setting": {
"location": "upscale outdoor terrace",
"background_depth": "deep_blur",
"elements": ["soft architectural lines", "golden hour warmth", "vibrant greenery"]
},
"lighting": {
"mode": "vibrant_high_key",
"primary_source": "bright natural sunlight",
"secondary_source": "soft rim lighting to separate subject from background",
"hdr_profile": "ultra-high dynamic range"
}
},
"camera_specs": {
"optics": "85mm prime lens",
"aperture": "f/1.8",
"focus": "sharp on eyes",
"quality_level": "4K UHD"
}
},
"negative_prompt_constraints": [
"facial distortion",
"altered features",
"low resolution",
"dull lighting",
"flat textures"
]
}Prompt breakdown
- Subject
- Ana de Armas facial identity locked with hyper-realistic skin texture, pores, and natural blemishes on Sydney Sweeney body type, dynamic three-quarter pose with hand on hip, voluminous natural-wave hair catching backlight, full outfit cloned from image 2
- Lighting
- vibrant high-key mode with primary bright natural sunlight, secondary soft rim lighting, ultra-high dynamic range HDR profile
- Composition
- 85mm prime lens at f/1.8, sharp focus on eyes, subject isolated against deep blur of upscale terrace with soft architectural lines and vibrant greenery
- Mood
- upscale, vibrant, and premium for product marketing posters
Remix ideas
- Replace terrace greenery with sleek concrete planters and metallic accents to target a luxury watch or jewelry campaign
- Increase rim lighting intensity while reducing overall HDR to emphasize transferred fabric sheen and layering details
- Shift pose from three-quarter turn to slight forward lean with both hands relaxed to create stronger direct-to-camera ecommerce framing
Reference images
How to use this AI Image prompt template
1Copy the prompt — grab this template’s prompt and negative prompt. 
2Pick a model — choose a recommended AI model for the best match. 
3Generate — open the studio with one click and create your result.
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FAQ
- How does the prompt keep Ana de Armas identity intact across transfers?
- The workflow sets priority to identity_preservation with a zero_morphing_policy and locks facial features on the primary reference image while only cloning attire attributes from the second source.
- Why is this configuration effective for ecommerce posters?
- The 4K UHD output, f/1.8 shallow depth of field, and golden-hour high-key lighting produce clean, high-contrast visuals that keep the transferred outfit as the focal product while the locked celebrity face adds immediate brand recognition.