What visual goals is this prompt best for?

Fashion campaigns, lookbook frames, and magazine-style concept work. Reference-image workflows where identity, product shape, or silhouette should survive the restyle. Cinematic, mood-first outputs where light direction carries a lot of the final image quality.

What common mistakes should be avoided when using this prompt?

Ignoring the recommended 3:4 crop on the first run. The prompt's composition cues were written for that frame. Using a muddy reference image and expecting the prompt to repair identity, silhouette, or packaging structure on its own. Dropping the lighting or backdrop cues too early. Those clauses usually carry most of the mood and depth.

What are the recommended aspect ratio and settings?

Recommended aspect ratio is 3:4 using Nano Banana Pro. Negative prompt filters include: ugly, deformed, low quality, blurry, text, watermark, worst quality, low res.

Prompt Showcase/Cinematic Coastal Garden Portrait

Verified Prompt Recipe

Ratio 3:4Image-to-Image

Creator Reference:@YaseenK7212

Original Post

Cinematic Coastal Garden Portrait

Copy this Nano Banana Pro reference-guided prompt to create fashion editorials in outdoor scenes with photorealistic detail and cinematic lighting. Best in...

Master PromptClick to select all

{ "image_generation_request": { "technical_specifications": { "medium": "Photograph", "style": "Ultra-realistic, Cinematic HDR", "aspect_ratio": "3:4", "camera_angle": "Eye-level, Wide angle", "framing": "Full-body shot", "visual_fidelity": "8k resolution, Sharp focus, Vibrant colors, Luminous texture" }, "reference_logic": { "face_source": "Uploaded reference image", "constraint": "Face must remain completely unchanged, no transformation" }, "subject_attributes": { "physique": { "height": "156 cm", "body_type": "Curvy hourglass figure, defined waist, flat stomach", "skin": "Smooth, luminous with a healthy glow" }, "hair": { "style": "Long layered hairstyle with natural volume", "movement": "Soft face-framing strands moving gently in the wind" }, "makeup": { "style": "Douyin-inspired, cute doll-like features", "eyes": "Soft, sweet eyes, thin eyeliner, natural-looking contact lenses", "cheeks": "Bright pink blush", "lips": "Matte blush-pink", "complexion": "Fresh, dewy" }, "hands": { "nails": "Long, white manicured" } }, "wardrobe": { "headwear": "White lace ruffle headband with ribbon bow", "upper_body": "Specific top from reference image", "lower_body": "Very short, flowy white skirt", "footwear": "White-and-brown Korean-style fashion sandals", "jewelry": "Silver necklace with small gray teardrop-shaped gemstone pendant" }, "environment": { "setting": "Outdoor coastal garden", "foreground": { "structure": "Waist-height white wall", "vegetation": "Lush clusters of bright pink, soft pink, white, yellow, and orange flowers, with deep green foliage" }, "background": { "ocean": "Clear turquoise sea", "sky": "Bright sky with large clouds" } }, "lighting_and_atmosphere": { "lighting": "Warm golden-orange late-afternoon sunlight", "effect": "Sunlight reflecting off wall, flowers, and clouds, creating a dreamy, enchanting glow", "weather": "Gentle breeze moving through hair and skirt" }, "pose_and_action": { "posture": "Sitting on white wall, slightly angled body, legs crossed", "head_position": "Gently tilted, looking directly at camera", "expression": "Calm but captivating", "interaction": "Holding a small flower in one hand" }, "compiled_linear_prompt": "Ultra-realistic cinematic HDR photograph of a woman sitting on a white garden wall with a turquoise sea backdrop. 156 cm, curvy hourglass figure, glowing skin, wearing a lace headband, specific reference top, flowy skirt, and Korean-style sandals. Douyin-inspired makeup with soft eyes, bright pink blush. Holding a flower, looking directly at the camera with a calm expression. Lush flowers, golden-hour sunlight, gentle breeze. 8k resolution, sharp focus. --ar 3:4" } }

Optimal Generation Parameters

Aspect Ratio

3:4

ModelNano Banana Pro

Aesthetic KeynotesPhotorealistic, Cinematic, Fashion, Reference-Guided

#cinematic #realistic #fashion #nature #ethereal #bright #peaceful #whimsical

Test & Generate with GPT Image 2

Prompt tokens and APIMart GPT Image 2 are pre-loaded. Customize or click generate.

{
  "image_generation_request": {
    "technical_specifications": {
      "medium": "Photograph",
      "style": "Ultra-realistic, Cinematic HDR",
      "aspect_ratio": "3:4",
      "camera_angle": "Eye-level, Wide angle",
      "framing": "Full-body shot",
      "visual_fidelity": "8k resolution, Sharp focus, Vibrant colors, Luminous texture"
    },
    "reference_logic": {
      "face_source": "Uploaded reference image",
      "constraint": "Face must remain completely unchanged, no transformation"
    },
    "subject_attributes": {
      "physique": {
        "height": "156 cm",
        "body_type": "Curvy hourglass figure, defined waist, flat stomach",
        "skin": "Smooth, luminous with a healthy glow"
      },
      "hair": {
        "style": "Long layered hairstyle with natural volume",
        "movement": "Soft face-framing strands moving gently in the wind"
      },
      "makeup": {
        "style": "Douyin-inspired, cute doll-like features",
        "eyes": "Soft, sweet eyes, thin eyeliner, natural-looking contact lenses",
        "cheeks": "Bright pink blush",
        "lips": "Matte blush-pink",
        "complexion": "Fresh, dewy"
      },
      "hands": {
        "nails": "Long, white manicured"
      }
    },
    "wardrobe": {
      "headwear": "White lace ruffle headband with ribbon bow",
      "upper_body": "Specific top from reference image",
      "lower_body": "Very short, flowy white skirt",
      "footwear": "White-and-brown Korean-style fashion sandals",
      "jewelry": "Silver necklace with small gray teardrop-shaped gemstone pendant"
    },
    "environment": {
      "setting": "Outdoor coastal garden",
      "foreground": {
        "structure": "Waist-height white wall",
        "vegetation": "Lush clusters of bright pink, soft pink, white, yellow, and orange flowers, with deep green foliage"
      },
      "background": {
        "ocean": "Clear turquoise sea",
        "sky": "Bright sky with large clouds"
      }
    },
    "lighting_and_atmosphere": {
      "lighting": "Warm golden-orange late-afternoon sunlight",
      "effect": "Sunlight reflecting off wall, flowers, and clouds, creating a dreamy, enchanting glow",
      "weather": "Gentle breeze moving through hair and skirt"
    },
    "pose_and_action": {
      "posture": "Sitting on white wall, slightly angled body, legs crossed",
      "head_position": "Gently tilted, looking directly at camera",
      "expression": "Calm but captivating",
      "interaction": "Holding a small flower in one hand"
    },
    "compiled_linear_prompt": "Ultra-realistic cinematic HDR photograph of a woman sitting on a white garden wall with a turquoise sea backdrop. 156 cm, curvy hourglass figure, glowing skin, wearing a lace headband, specific reference top, flowy skirt, and Korean-style sandals. Douyin-inspired makeup with soft eyes, bright pink blush. Holding a flower, looking directly at the camera with a calm expression. Lush flowers, golden-hour sunlight, gentle breeze. 8k resolution, sharp focus. --ar 3:4"
  }
}

Cinematic Coastal Garden Portrait

Nano Banana 2

Creative Blueprint & Recipe Breakdown

How to Master & Adapt This Visual

Professional prompts rely on modular tokens. Use this recipe breakdown to swap subjects, control studio lighting, and eliminate common AI artifacts.

Prompt Variables Blueprint (What to Customize First)

Iterate on one variable group at a time to maintain stylistic consistency:

1Change the subject block first: { "image_generation_request": { "technical_specifications": { "medium": "Photograph", "style": "Ultra-realistic,...

2Adjust the mood through light and backdrop cues: 156 cm, curvy hourglass figure, glowing skin, wearing a lace headband, specific reference top, flowy skirt, and...

3Keep the finish constraints aligned while you test variants: 8k resolution, sharp focus.

3 Style Recipes

Swap the subject, keep the frameRecipe #1

Replace { "image_generation_request": { "technical_specifications": { "medium": "photograph",... with your own subject while leaving the camera and composition cues intact.

Retune the mood, not the structureRecipe #2

Keep the subject block, then rewrite 156 cm, curvy hourglass figure, glowing skin, wearing a lace headband, specific... to move the image into a new lighting setup.

Push the restyle with a cleaner referenceRecipe #3

Start from a sharper or more contrasty source image, then edit finish descriptors only after subject preservation is stable.

Production Quality Guide: Best Use vs. Pitfalls

Ideal Use Cases (Where it Shines)

•Fashion campaigns, lookbook frames, and magazine-style concept work.
•Reference-image workflows where identity, product shape, or silhouette should survive the restyle.
•Cinematic, mood-first outputs where light direction carries a lot of the final image quality.
✓Start with a sharp reference image. This prompt is written to preserve source identity, silhouette, or product structure before stylization.
✓Use 3:4 on the first run, then test alternate crops after the base composition is working.
✓Lock the environment before fine styling changes: { "image_generation_request": { "technical_specifications": { "medium": "Photograph", "style":...

Pitfalls to Avoid (Common Mistakes)

!Ignoring the recommended 3:4 crop on the first run. The prompt's composition cues were written for that frame.
!Using a muddy reference image and expecting the prompt to repair identity, silhouette, or packaging structure on its own.
!Dropping the lighting or backdrop cues too early. Those clauses usually carry most of the mood and depth.
✕Skip if: You need neutral catalog documentation instead of stylized fashion direction.
✕Skip if: You need to begin with a radically different crop than 3:4 instead of honoring the existing composition hints.
✕Skip if: Your reference image is low-resolution, badly lit, or cluttered enough to break subject preservation.

Technical Analysis & How This Prompt Works

Copy this Nano Banana Pro reference-guided prompt to create fashion editorials in outdoor scenes with photorealistic detail and cinematic lighting. Best...

Use a clean reference image with obvious subject edges and readable facial or product details before you start changing the styling. Keep the generator on 3:4 for the closest match. The mood is anchored by { "image_generation_request": { "technical_specifications": { "medium": "photograph", "style":...

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