Image-to-Image Fusion for Identity and Attire Transfer

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Image-to-Image Fusion for Identity and Attire Transfer

Prompt

1 blank to fill

{ "request_configuration": { "workflow": "image_to_image_fusion", "priority": "identity_preservation" }, "source_references": { "primary_subject": { "id": "image_1", "target_element": "facial_identity", "subject_name": "{identity_subject}", "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": "{identity_subject} (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" ] }

identity subject

Preview of your prompt

{ "request_configuration": { "workflow": "image_to_image_fusion", "priority": "identity_preservation" }, "source_references": { "primary_subject": { "id": "image_1", "target_element": "facial_identity", "subject_name": "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": "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" ] }

Works in: Gemini, ChatGPT
Status: Free to copy

DetailsVersions, settings and questions

Written for

What's in the prompt

Subject
Model: Nano Banana Pro

If your face changes

keep my face exactly the same

Questions

Does this work in the Gemini app?: Yes. Gemini runs Nano Banana, so paste the prompt and attach your photo if it uses one.
It changed my face. What do I do?: Add "keep my face exactly the same" to the end and run it again.
Can I use the images I make?: Check the terms of the app you use. Promptclay never generates images and claims nothing you make.