What visual goals is this prompt best for?

Portrait studies, beauty concepts, and tightly framed editorial references. 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 1:1 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. Asking for readable type, logos, or packaging text without first removing the no-text constraint.

What are the recommended aspect ratio and settings?

Recommended aspect ratio is 1:1 using Nano Banana Pro. Negative prompt filters include: ugly, deformed, low quality, blurry, text, watermark, worst quality, low res.

Prompt Showcase/Copy this Nano Banana Pro reference-guided prompt to create portrait...

Verified Prompt Recipe

Ratio 1:1Image-to-Image

Creator Reference:@AiwithLariab

Original Post

Copy this Nano Banana Pro reference-guided prompt to create portrait...

Copy this Nano Banana Pro reference-guided prompt to create portrait concepts with editorial styling and cinematic lighting. Best in 1:1 framing.

Master PromptClick to select all

Google Gemini Nano banana 2 pro Prompt👇 { "generation_request": { "meta_data": { "task_type": "black_and_white_photobooth_expression_grid_4x4", "language": "en", "priority": "highest", "version": "v3.0_BW_PHOTOBOOTH__GIRL_4X4" }, "input": { "mode": "image_to_image", "reference_image_usage": "very_high", "preserve_identity": true, "preserve_facial_features": true, "preserve_hairstyle": true, "notes": "Use the reference image as the primary identity anchor. Maintain 100% facial accuracy, proportions, and natural skin texture. Keep hairstyle consistent across all panels. Every frame must feature the same girl wearing sunglasses. Expressions should vary while identity remains locked." }, "output": { "aspect_ratio": "1:1", "resolution": "ultra_high", "num_images": 1, "layout": { "type": "grid", "rows": 4, "cols": 4, "gutter": "thin", "panel_consistency": "very_high" }, "sharpness": "crisp_photobooth", "grain": "subtle_analog_bw" }, "scene": { "concept": " black-and-white photobooth contact sheet with expressive girl wearing sunglasses in every panel", "environment": "clean flat neutral backdrop, no props", "lighting": { "style": "direct photobooth flash", "key_light": "front-facing flash, slightly hard but flattering", "shadows": "soft minimal shadows behind subject", "avoid": "cinematic lighting, colored lights, dramatic shadows" }, "camera": { "lens": "50mm", "distance": "tight head-and-shoulders framing", "focus": "eyes sharp behind sunglasses in every panel" } }, "subject": { "type": "girl (reference person)", "wardrobe": "modern fashion styling — sleek off-shoulder top, fitted minimal chic outfit with aesthetic (no logos)", "accessories": "high-end designer sunglasses in every panel (stylish variations in angle/tilt but consistent design language)", "hair": "same hairstyle preserved across all panels", "makeup": "soft glam, natural skin texture, slightly enhanced lips and subtle contour", "vibe": "confident, playful, expressive, fashion editorial feel", "anatomy_rules": "perfect facial symmetry, no distortion" }, "expression_set": { "panel_01": "scrunched smile, playful energy", "panel_02": "intense confident stare with fingers framing sunglasses", "panel_03": "big joyful laugh, head slightly tilted", "panel_04": "bored unimpressed pose, chin resting on hand", "panel_05": "sad pout expression, soft emotional look", "panel_06": "goofy playful horns gesture above head", "panel_07": "tongue out, cheeky attitude", "panel_08": "sharp angry glare, strong attitude", "panel_09": "flirty pose, hand touching cheek", "panel_10": "surprised expression, raised brows", "panel_11": "excited scream pose, hands near face", "panel_12": "mischievous grin with claw-like hand pose", "panel_13": "confused frown, thoughtful look", "panel_14": "dramatic crying pose, hands on head", "panel_15": "eyes closed, tongue out playful vibe", "panel_16": "duck face with playful devil horns gesture" }, "style": { "color": "pure black and white", "contrast": "medium-high fashion contrast", "background": "flat gray seamless backdrop", "finish": "clean photobooth aesthetic with slight analog grain", "aesthetic": " editorial meets classic photobooth" }, "branding": { "watermark": "Swarika Playtime", "placement": "bottom center or subtly across grid edge", "style": "small, elegant, semi-transparent" }, "quality_control": { "identity_lock": "strict", "hands_priority": "high", "sunglasses_consistency": "mandatory in all panels", "avoid": [

Optimal Generation Parameters

Aspect Ratio

1:1

ModelNano Banana Pro

Aesthetic KeynotesEditorial, Cinematic, Minimalist, Fashion

#portrait #woman #man #cinematic #vintage #retro #minimalist #artistic

Test & Generate with GPT Image 2

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

Google Gemini Nano banana 2 pro
Prompt👇
{
  "generation_request": {
    "meta_data": {
      "task_type": "black_and_white_photobooth_expression_grid_4x4",
      "language": "en",
      "priority": "highest",
      "version": "v3.0_BW_PHOTOBOOTH__GIRL_4X4"
    },
    "input": {
      "mode": "image_to_image",    "reference_image_usage": "very_high",
      "preserve_identity": true,   "preserve_facial_features": true,
      "preserve_hairstyle": true,
      "notes": "Use the reference image as the primary identity anchor. Maintain 100% facial accuracy, proportions, and natural skin texture. Keep hairstyle consistent across all panels. Every frame must feature the same girl wearing sunglasses. Expressions should vary while identity remains locked."
    },
    "output": {
      "aspect_ratio": "1:1",
      "resolution": "ultra_high",
      "num_images": 1,
      "layout": {
        "type": "grid",
        "rows": 4,
        "cols": 4,
        "gutter": "thin",
        "panel_consistency": "very_high"
      },
      "sharpness": "crisp_photobooth",
      "grain": "subtle_analog_bw"
    },
    "scene": {
      "concept": " black-and-white photobooth contact sheet with expressive girl wearing sunglasses in every panel",
      "environment": "clean flat neutral backdrop, no props",
      "lighting": {
        "style": "direct photobooth flash",
        "key_light": "front-facing flash, slightly hard but flattering",
        "shadows": "soft minimal shadows behind subject",
        "avoid": "cinematic lighting, colored lights, dramatic shadows"
      },
      "camera": {
        "lens": "50mm",
        "distance": "tight head-and-shoulders framing",
        "focus": "eyes sharp behind sunglasses in every panel"
      }
    },
    "subject": {
      "type": "girl (reference person)",
      "wardrobe": "modern  fashion styling — sleek off-shoulder top, fitted minimal chic outfit with  aesthetic (no logos)",
      "accessories": "high-end designer sunglasses in every panel (stylish variations in angle/tilt but consistent design language)",
      "hair": "same hairstyle preserved across all panels",
      "makeup": "soft glam, natural skin texture, slightly enhanced lips and subtle contour",
      "vibe": "confident, playful, expressive,  fashion editorial feel",
      "anatomy_rules": "perfect facial symmetry, no distortion"
    },
    "expression_set": {
      "panel_01": "scrunched smile, playful energy",
      "panel_02": "intense confident stare with fingers framing sunglasses",
      "panel_03": "big joyful laugh, head slightly tilted",
      "panel_04": "bored unimpressed pose, chin resting on hand",
      "panel_05": "sad pout expression, soft emotional look",
      "panel_06": "goofy playful horns gesture above head",
      "panel_07": "tongue out, cheeky attitude",
      "panel_08": "sharp angry glare, strong attitude",
      "panel_09": "flirty pose, hand touching cheek",
      "panel_10": "surprised expression, raised brows",
      "panel_11": "excited scream pose, hands near face",
      "panel_12": "mischievous grin with claw-like hand pose",
      "panel_13": "confused frown, thoughtful look",
      "panel_14": "dramatic crying pose, hands on head",
      "panel_15": "eyes closed, tongue out playful vibe",
      "panel_16": "duck face with playful devil horns gesture"
    },
    "style": {
      "color": "pure black and white",
      "contrast": "medium-high fashion contrast",
      "background": "flat gray seamless backdrop",
      "finish": "clean photobooth aesthetic with slight analog grain",
      "aesthetic": " editorial meets classic photobooth"
    },
    "branding": {
      "watermark": "Swarika Playtime",
      "placement": "bottom center or subtly across grid edge",
      "style": "small, elegant, semi-transparent"
    },
    "quality_control": {
      "identity_lock": "strict",
      "hands_priority": "high",     "sunglasses_consistency": "mandatory in all panels",
      "avoid": [

Copy this Nano Banana Pro reference-guided prompt to create 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: { "generation_request": { "meta_data": { "task_type": "black_and_white_photobooth_expression_grid_4x4", "language":...

2Adjust the mood through light and backdrop cues: " }, "output": { "aspect_ratio": "1:1", "resolution": "ultra_high", "num_images": 1, "layout": { "type": "grid",...

3Keep the finish constraints aligned while you test variants: Maintain 100% facial accuracy, proportions, and natural skin texture.

3 Style Recipes

Swap the subject, keep the frameRecipe #1

Replace { "generation_request": { "meta_data": { "task_type":... 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 " }, "output": { "aspect_ratio": "1:1", "resolution": "ultra_high", "num_images": 1... 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)

•Portrait studies, beauty concepts, and tightly framed editorial references.
•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 1:1 on the first run, then test alternate crops after the base composition is working.
✓This prompt suppresses text or logos. Remove that constraint before asking for branded packaging, typography, or visible watermarks.

Pitfalls to Avoid (Common Mistakes)

!Ignoring the recommended 1:1 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.
!Asking for readable type, logos, or packaging text without first removing the no-text constraint.
✕Skip if: You need a wide environment shot or multiple subjects competing for attention in the same frame.
✕Skip if: You need to begin with a radically different crop than 1:1 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 portrait concepts with editorial styling and cinematic lighting. Best in 1:1 framing. Built for...

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 1:1 for the closest match. The mood is anchored by " }, "output": { "aspect_ratio": "1:1", "resolution": "ultra_high", "num_images": 1, "layout": {...

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