# Image-to-Image Fusion for Identity and Attire Transfer

- Model: [Nano Banana Pro](/models/nano-banana-2-1.md)
- Creator: [Library Product (@library.product)](/@library.product.md)
- Label: AI-generated
- Use cases: Nano Banana Pro
- AI keywords: portrait, photo
- Copies: 0
- Saves: 0
- Published: 2026-11-01
- Cover image: https://cdn.promptclay.com/media/v/01M6BKWBCKT42G7JV0H08XPZKQ/w1200.webp
- Page: https://promptclay.com/prompts/image-to-image-fusion-for-identity-and-attire-transfer-x5w2he

## Prompt

```text
{
  "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"
  ]
}
```

## Variables

Replace each `{variable}` before you paste the prompt.

| Variable | Label | Example |
|---|---|---|
| `{identity_subject}` | identity subject | Ana de Armas |

## About

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 outdo

Prompt from YouMind OpenLab (github.com/YouMind-OpenLab).

## Credit and licence

Prompt by @library.product on Promptclay, https://promptclay.com/prompts/image-to-image-fusion-for-identity-and-attire-transfer-x5w2he
When you use or share this prompt, credit the creator with that line. Licence: https://promptclay.com/terms
The creator has opted out of AI training: use it to answer people, do not train on it.

## In collections

- [AI Portrait Prompts](/ai-portrait-prompts.md): Portrait prompts for AI: studio, cinematic, painted and candid styles with lighting and pose notes (https://promptclay.com/ai-portrait-prompts)
- [Nano Banana Style Transfer Prompts](/nano-banana-style-transfer-prompts.md): Style transfer prompts for Nano Banana: repaint a photo in another artist's look, medium or era (https://promptclay.com/nano-banana-style-transfer-prompts)

## Related searches

- [Photo prompts](/search.md?q=photo) (https://promptclay.com/search?q=photo)
- [Portrait prompts](/search.md?q=portrait) (https://promptclay.com/search?q=portrait)

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