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Masterclass

The Nano Banana
Photorealism
Masterclass

How to make AI images so real, people think you hired a photographer. Everything practitioners on X, Reddit, and Hacker News have figured out, curated into one guide.

9 sections·35 min read·Intermediate to Advanced

There's a moment every AI image creator knows. You generate a portrait, lean back, squint at it, and something's off. The skin is too smooth. The lighting is too even. It looks generated.

Nano Banana Pro and Nano Banana 2 are the most capable photorealism engines available right now. But most people are using them wrong, prompting them like it's 2024. This masterclass fixes that.

01

The Shift

Here's the first thing you need to unlearn: stop writing tag soup.

These aren't diffusion models. They're language models that output pixels. They understand intent, physics, cause and effect. When you throw comma-separated keywords at them, you're handing a seasoned cinematographer a grocery list.

How most people prompt

beautiful woman, photorealistic, 8k, detailed skin, studio lighting, masterpiece, trending on artstation, best quality, ultra detailed, sharp focus

This single shift, from keywords to creative direction, is responsible for about 70% of the quality gap between amateur and professional output.

02

Pro vs 2

Pro is the slow, meticulous painter. NB2 is the fast, brilliant sketch artist. The quality gap? About 5-8%. On a phone screen, you genuinely can't tell them apart.

10-20s
per image
$0.15
per 1K image
94%
text accuracy

Best at: Hero images, print, complex multi-person scenes, text in images

Secret power: The “Thinking” step adds genuine artistic interpretation. It makes creative decisions you didn't ask for, and they're usually good

Texture edge: 5-8% more detail density at 4K. Visible at 100% crop, invisible on social media

The pro move: Use NB2 for 90% of your generations (exploration, iteration) and Pro for the final 10% (hero images, delivery). Best of both worlds.

03

The Imperfection Protocol

This is the single most important technique in this entire guide.

Real photographs are full of flaws. AI images aren't. That's why they look fake. You have to manually inject the flaws that make reality real.

Use these (click to copy)

Never use these

perfect skinflawlessairbrushedsmooth skinbeautifulmasterpiecetrending on ArtStationOctane Render
Example: forcing micro-detail

Portrait of a mechanic, extreme close-up, visible pore density, slight hyperpigmentation, peach fuzz on cheek, sweat beading in fine lines, grease smudge texture on forehead, unretouched raw photography.

By requesting “pore density” and “peach fuzz,” you force the model to calculate light interaction at microscopic levels rather than smoothing details away.

04

Camera & Lens

Naming a specific camera and lens does more for photorealism than any other single prompt element. The model has internalized what an 85mm f/1.4 on a Sony A7III looks like. When you name the hardware, you activate an entire aesthetic profile.

85mm f/1.4

Portrait compression, creamy shallow DoF

Best for: Headshots, beauty, editorial

The 135mm trick: telephoto lenses compress features and increase detail density on focal points. For maximum skin texture fidelity, 135mm on a Hasselblad is the cheat code.

05

Lighting

Vague lighting produces vague images. “Good lighting” means nothing to the model.

Stop describing the effect (mood, atmosphere) and start describing the cause: where the light comes from, what it hits, how it falls off into shadow.

Prompt fragment

Single key light at 45 degrees creating the signature triangle shadow beneath the eye on the shadow side. Minimal fill. High contrast.

Prompt fragment

Late afternoon sun at 15 degrees above horizon. Warm orange backlight creating rim light around hair and shoulders. Long shadows stretching toward camera. Color temperature 3200K.

Prompt fragment

Harsh light from the left side at 90 degrees to the surface. Deep shadows in every crevice and pore. Maximum texture emphasis. Chiaroscuro effect.

Prompt fragment

Harsh on-camera flash, direct and unflattering. High ISO grain. Slightly overexposed highlights. Background falls to darkness.

Tip: Use clock positions for unambiguous light placement. 12 = above, 3 = right, 6 = below, 9 = left. “Key light at 10 o'clock” beats “from the upper left” every time.

06

Film Stocks

Naming a film stock is what one practitioner called “the most powerful single instruction you can give Nano Banana.” Each stock triggers a complete tonal signature: color response, grain, contrast curve, skin rendering. One word. Massive impact.

Kodak Portra 400

Warm skin, pastel palette, organic grain

Best for: Portraits, wedding

Rule: never mix film stocks in a single prompt. Each has distinct color chemistry. Pick one. Commit.

07

The Niche Details

The tips that separate someone who's “pretty good” from someone whose output makes people say “wait, this is AI?”

Same prompt + same seed = different image every time. The autoregressive architecture has internal randomness you can't control. Workaround: replace vague words with numbers. "Slightly warm" becomes "color temperature 4500K." This gets you ~60-70% consistency. For 100% reproducibility, use Imagen 4 or Flux 2.0 instead.
At 4K, the model allocates more tokens to surface area. It renders actual pores, actual fabric weave. At 1K upscaled, it's guessing. One exception: faces at native 4K can get over-etched. If pores look like a dermatology textbook, generate at 2K and let a dedicated upscaler handle the last mile.
HDR 0.2-0.4 adds subtle polish, safe for everything. 0.5-0.7 suits dramatic portraits and product shots. Above 0.8: halos around edges, metallic skin, lifted shadows. The moment you see a faint glow around someone's hair against a dark background, your HDR is too high.
At 5-6, textures breathe. Skin looks organic, fabrics drape naturally. At 8-10, edges become brittle, contrast gets aggressive, skin turns plasticky. Dropping CFG from 7.5 to 6.0 reduces oversaturation by ~18%. Think of it like gripping a pencil: light grip = organic, flowing lines. Death grip = stiff, lifeless.
Nano Banana interprets left/right from the viewer's perspective, not the subject's. "Light from the left" means camera left, not character left. Fix: add "left and right are from the character's perspective, NOT the camera's." This has ruined more compositions than any other single issue.
"Move the light, change the outfit, remove the background, and add rain" in one edit produces chaos. Change one thing. Check. Change the next. The model's iterative editing is exceptional when focused. It falls apart when you give it a wish list.
08

The Recipes

Enough theory. Battle-tested prompts from real practitioners. Copy them. Modify them. Make them yours.

The Peter Lindbergh

Black and white portrait of a woman in her 50s. No makeup, no retouching. Shot on Hasselblad X2D with 100mm f/2.2 lens. Window light from camera left, hard and directional, creating deep shadows on the right side of her face. Visible laugh lines, pores, the texture of real skin that has lived. Ilford HP5 Plus film stock. She is looking directly into the lens with quiet intensity.

Why

The film stock sets the palette. "No retouching" overrides smoothing. Single hard light creates shadow play that makes B&W sing.

The Phone Selfie

Front-facing camera selfie, slight downward angle. A man in his late 20s in a cluttered apartment kitchen, morning light from a window behind him creating slight overexposure on his left shoulder. Mid-sentence, mouth slightly open. Wrinkled t-shirt. iPhone 16 Pro Max, 12mm front camera. Deep depth of field, background visible, no artificial blur. Visible skin texture, slight stubble.

Why

"iPhone front camera" triggers computational photography. Deep DOF (no bokeh) is crucial because phone selfies don't have shallow depth of field. Cluttered environment adds authenticity.

The Editorial Product

A frosted glass bottle of artisan hot sauce on a slate surface. A single dried chili pepper beside it, slightly curled. Late afternoon light raking across from the left at 80 degrees, casting a long shadow. Condensation droplets on the glass catching individual specks of light. Canon EOS R5, 100mm f/2.8 macro. Focus stacked, sharp from front label to back cap.

Why

Raking light reveals every texture. "Condensation droplets catching light" is micro-detail that screams real photograph. Macro + focus stacking = pro product work.

The Wet Skin Study

Extreme close-up portrait. Damp skin after rainfall. Water droplets tracing the contours of cheekbones. Soaked hair clinging to temples. Each pore visible, each droplet a tiny lens reflecting the overcast sky. Subsurface scattering visible where backlight hits thin skin of the ear. Hasselblad X2D, 135mm f/2.8. 4K resolution.

Why

Wet surfaces are the ultimate photorealism test. Water interacts with light via refraction, reflection, surface tension. Forces the model into highest-fidelity mode.

09

The Checklist

Pin this to your wall. Run through it before every generation.

0 of 9 checked
Bonus

Prompt Pack

14 battle-tested prompts and prompt generators from the best creators on X. Sourced from real tweets and open-source projects, with a copy button for each.

Curated from @dhumann, @fofrAI, @oggii_0, @techhalla, @dotey, @Gdgtify, @godofprompt, @PavolRusnak, @gizakdag

Pavol Rusnak
Pavol Rusnak
@PavolRusnak
·Follow

No more photoshoots! Just use this Nano Banana Pro prompt with a selfie: "A professional, high-resolution profile photo, maintaining the exact facial structure, identity, and key features of the person in the input image. The subject is framed from the chest up, with ample Show more

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5:33 PM · Nov 27, 2025
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Professional AI Headshot@PavolRusnak

A professional, high-resolution profile photo, maintaining the exact facial structure, identity, and key features of the person in the input image. The subject is framed from the chest up, with ample headroom. The person looks directly at the camera. They are styled for a professional photo studio shoot, wearing a premium smart casual blazer in a subtle charcoal gray. The background is a solid '#562226' neutral studio color. Shot from a high angle with bright and airy soft, diffused studio lighting, gently illuminating the face and creating a subtle catchlight in the eyes. Captured on an 85mm f/1.8 lens with a shallow depth of field, exquisite focus on the eyes, and beautiful, soft bokeh. Natural, realistic skin texture. Clean and bright cinematic color grading with subtle warmth and balanced tones.

D. Humann
D. Humann
@dhumann
·Follow

Skin Deep Experimenting with realistic skin textures. Open Nano Banana Pro on your favorite surface, upload a reference image for the subject and try the prompt below. An extreme close-up macro portrait of the subject, using the uploaded reference image as a strict identity Show more

An extreme close-up portrait showing one half of a woman’s face, focused on a pale blue eye with fine lashes and natural brows. Wisps of blonde hair fall across her skin, revealing detailed texture and soft highlights. Her lips are relaxed and slightly parted, creating an intimate, quiet, and highly realistic mood.
12:48 AM · Dec 22, 2025
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Macro Skin Texture Portrait@dhumann

An extreme close-up macro portrait of the subject, using the uploaded reference image as a strict identity source with zero deviation. Left-eye dominant composition, 100mm macro lens at f/2.8. Hyper-realistic skin texture with visible pores and natural micro-details.

Oogie
Oogie
@oggii_0
·Follow

Gemini Nano Banana Pro. Prompt: Paparazzi-style extreme close-up photo of a woman with striking facial features, caught off-guard while turning toward the camera. Face and shoulders only, shot from a low angle. Strong harsh on-camera flash, grainy high-ISO, raw candid Show more

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5:07 AM · Jan 14, 2026
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Paparazzi Street Photo@oggii_0

Paparazzi-style extreme close-up photo of a woman with striking facial features, caught off-guard while turning toward the camera. Face and shoulders only, shot from a low angle. Strong harsh on-camera flash, grainy high-ISO, raw candid street-photography feel. Crowded scene with motion blur, Paris Fashion Week atmosphere.

The model's default is “beautiful.”
Your job is to redirect it toward “true.”

The best prompt isn't the longest one. It's the one that describes a moment so specifically that only one photograph could exist from it.

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Compiled from practitioner insights across X, Reddit, and Hacker News

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