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 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. Expanding into a wider composition without rewriting the camera and framing cues to match the new scene.

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

Verified Prompt Recipe

Ratio 3:4Image-to-Image

Creator Reference:@Kashberg_0

Original Post

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

Ultra-realistic candid street photo of woman from reference, preserve exact face and identity, no face alteration. Awkward playful pose leaning sideways...

Master PromptClick to select all

Google Nano Banana Pro on Gemini Prompt: Ultra-realistic candid street photo of woman from reference, preserve exact face and identity, no face alteration. Awkward playful pose leaning sideways over pale green metal railing, torso hanging down, one arm hooked on rail, legs bent upward with floating sneakers, face turned toward camera with silly playful expression, space buns hair, soft loose strands, natural pink makeup, glossy lips. Outfit from photo 2. Subtle pastel doodles: stars, sparkles, arrows, smileys, scribbles in pink, yellow, blue, green,fluffy cat on ground staring at her curiously. Quiet outdoor playground park, soft afternoon sunlight, warm nostalgic indie mood, cinematic natural shadows. Slightly high side angle, medium-wide framing, diagonal front-right perspective with railing leading toward camera. Shot on Sony A7R IV, 35mm lens, soft film grain, realistic skin texture, muted warm tones, dreamy documentary-style photography, 4:5 ratio~meng~

Optimal Generation Parameters

Aspect Ratio

3:4

ModelNano Banana Pro

Aesthetic Keynotes35mm Film, Photorealistic, Cinematic, Fashion

#portrait #woman #man #photorealistic #cinematic #retro #sci-fi #outdoor

Test & Generate with GPT Image 2

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

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: Ultra-realistic candid street photo of woman from reference, preserve exact face and identity, no face alteration.

2Adjust the mood through light and backdrop cues: Awkward playful pose leaning sideways over pale green metal railing, torso hanging down, one arm hooked on rail, legs...

3Keep the finish constraints aligned while you test variants: Shot on Sony A7R IV, 35mm lens, soft film grain, realistic skin texture, muted warm tones, dreamy documentary-style...

3 Style Recipes

Swap the subject, keep the frameRecipe #1

Replace ultra-realistic candid street photo of woman from reference, preserve exact face and... 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 awkward playful pose leaning sideways over pale green metal railing, torso hanging down,... 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 3:4 on the first run, then test alternate crops after the base composition is working.
✓Lock the environment before fine styling changes: Ultra-realistic candid street photo of woman from reference, preserve exact face and identity, no face...

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.
!Expanding into a wider composition without rewriting the camera and framing cues to match the new scene.
✕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 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

Ultra-realistic candid street photo of woman from reference, preserve exact face and identity, no face alteration. Awkward playful pose leaning sideways......

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 ultra-realistic candid street photo of woman from reference, preserve exact face and identity, no face...

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