Videos Images
Sign in
Image-to-Image Fusion for Identity and Attire Transfer

Image-to-Image Fusion for Identity and Attire Transfer

views3,000
likes64
comments8
shares11
bookmarks21
quotes1
{
  "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"
  ]
}

✨ Generate Original post Open in Hitboard

How to use this prompt

Copy the prompt and paste it into Nano Banana Pro. Keep the composition, lighting and style terms as written — they are what produced this result. Swap the subject or scene details to make it yours, keep the aspect ratio, and attach the reference images the prompt mentions if any. Regenerate two or three times; the strongest version is usually not the first.