Produce a regal, museum-quality 8K UHD photograph in 9:16 vertical format, STRICTLY AND EXCLUSIVELY BASED ON THE UPLOADED REFERENCE IMAGE (MANDATORY).

The generated subject must be the exact same female individual from the reference image, with absolute facial identity preservation. Facial structure, proportions, bone structure, micro-features, and natural expression must remain identical to the reference image. No facial alterations, no identity drift, no beautification, no smoothing, no filters, no digital enhancement.
Skin tone must be derived exclusively from the reference image and replicated exactly without adjustment.
Age-neutral female subject.

REFERENCE IMAGE DEPENDENCY — HARD LOCK

• The uploaded reference image is mandatory and the sole source of truth.

• All facial geometry, expression character, and skin texture must match the reference image exactly.

• No inferred traits, reinterpretation, or stylistic deviation beyond what is visible in the reference.

FRAMING & COMPOSITION — LOCKED

• Aspect ratio 9:16 vertical.

• Three-quarter length shot capturing the full height and structure of the standing Khada Dupatta.

• Straight-on, eye-level camera angle.

• Clean, symmetrical, regal framing suitable for heritage documentation.

• Hands empty; no objects held.

• Upright, composed posture conveying aristocratic poise.

EXPRESSION & MOOD — LOCKED

• Emotional expression: aristocratic poise with a dignified, subtle smile.

• Expression must remain realistic and fully consistent with the reference image’s facial character.

OUTFIT — TRADITIONAL HYDERABADI KHADA DUPATTA (STYLE & STRUCTURE LOCK)

• Kurta: emerald green silk brocade, knee-length, straight-cut silhouette.

• Neckline: high mandarin collar with gold zari edging.

• Sleeves: three-quarter length, fitted, with gold zari borders.

• Zari Work: intricate gold zari in authentic Nizami geometric patterns covering bodice and sleeves.

• Bottom: narrow gold Peshawari churidar with refined sheen and correct drape.

• Dupatta (CRITICAL DEFINING ELEMENT):
  Fabric: French chiffon, cream color.
  Dimensions: 3.5 meters long × 2.3 meters wide.
  Embellishment: heavy gold gota patti and sequin work along all four borders (8 inches wide) with scattered traditional booti throughout.
  Styling (NON-NEGOTIABLE):
  Pleated at the center to form the traditional “phini” (pleated fan) effect.
  Firmly starched to maintain vertical stiffness.
  Pinned at the crown of the head with a decorative pin.
  Falling symmetrically over both shoulders, creating a curtain-like frame around the face.
  Dupatta must stand upright without collapsing, sagging, or folding.

• Fabric behavior must reflect accurate silk and chiffon physics, weight, and stiffness.

JEWELRY & ACCESSORIES — EXACT ONLY

• Nizami-style long pearl rani haar.

• Matching chandbali earrings.

• Matha patti.

• Traditional bangles.

• Single ring.

• No substitutions, additions, or omissions.

FOOTWEAR

• Traditional embroidered khussa with accurate textile and stitch detail.

HAIR & MAKEUP — LOCKED

• Hair: center-parted, pulled back into a low bun, largely concealed by the dupatta.

• Makeup: refined, traditional Hyderabadi elegance; realistic skin texture only.

• No modern makeup trends or enhancements.

SETTING — LOCKED

• Interior of Chowmahalla Palace, Hyderabad.

• Ornate Baroque-style furniture.

• Belgian crystal chandeliers.

• Persian rugs.

• Evening indoor ambiance with regal atmosphere.

CAMERA & OPTICS — LOCKED

• 85mm portrait lens equivalent.

• Aperture: f/2.4.

• Natural compression and realistic depth of field.

• Sharp focus on face and dupatta structure.

LIGHTING & COLOR — LOCKED

• Elegant studio lighting configuration:
  Soft key light at 30° angle highlighting dupatta stiffness, gota patti, and embroidery depth.
  Gentle fill light preserving facial contours and natural skin texture.
  Subtle rim light separating dupatta edges from background.

• Warm color temperature 3400K enhancing silk and gold tones.

• No harsh highlights or shadow artifacts.

COLOR GRADING — LOCKED

• Rich emerald green and gold palette with cream highlights.

• Luxurious saturation without clipping, glow effects, or artificial contrast.

QUALITY & REALISM — ENFORCED

• 8K UHD resolution.

• Museum-grade photographic realism.

• Accurate fabric physics, embroidery relief, and light interaction.

• Clean, professional, archival-quality finish.

CONSISTENCY ANCHORS — NON-NEGOTIABLE

• Identity Lock: facial features and expression must exactly match the reference image.

• Structure Lock: Khada Dupatta pleating, starch stiffness, and vertical form must remain consistent.

• Material Lock: silk brocade, chiffon, and gota patti textures preserved without simplification.

• Style Lock: authentic Hyderabadi Nizami aesthetic with zero stylistic mutation.

FAILURE PREVENTION / NEGATIVE CONSTRAINTS

• NO facial identity deviation.

• NO skin tone alteration.

• NO dupatta collapse, sagging, or loss of vertical stiffness.

• NO embroidery or zari pattern invention.

• NO loss of fabric texture detail.

• NO modern filters, cinematic effects, or digital artifacts.

• NO lighting halos, noise, oversharpening, or distortions.

INTENDED USE

• Museum-quality output suitable for Deccan heritage documentation and luxury Nizami bridal collection presentation.

Produce a dynamic, museum-grade 8K UHD photograph in 9:16 vertical format, STRICTLY AND EXCLUSIVELY BASED ON THE UPLOADED REFERENCE IMAGE (MANDATORY).

The generated subject must be the exact same female individual from the reference image, with absolute facial identity preservation. Facial structure, proportions, bone structure, micro-features, and natural facial expression must remain identical to the reference image. No facial alteration, no identity drift, no beautification, no smoothing, no filters, no digital enhancement of any kind.
Skin tone must be derived exclusively from the reference image and matched precisely without adjustment or interpretation.
Age-neutral female subject.

REFERENCE IMAGE DEPENDENCY — HARD LOCK

• The uploaded reference image is required and must be used as the sole source of truth.

• Facial geometry, expression character, and skin texture must match the reference image exactly.

• No inferred traits, stylization, or creative deviation beyond what is visible in the reference.

FRAMING & COMPOSITION — LOCKED

• Vertical 9:16 aspect ratio.

• Mid to three-quarter shot capturing both subject and festive environment.

• Slight low-angle perspective for dynamic energy.

• Hands empty; no objects held.

• Natural, fluid celebratory body language; no stiffness or posed rigidity.

• Clean, professional framing with subject clearly separated from background.

EXPRESSION & MOOD — LOCKED

• Emotional expression: joyful enthusiasm with an authentic, natural smile.

• Expression must remain realistic and consistent with the facial character of the reference image.

OUTFIT — TRADITIONAL GUJARATI MIRROR WORK (STYLE & PATTERN LOCK)

• Kurta: bright turquoise cotton khadi, knee-length, straight-cut silhouette.

• Neckline: keyhole style.

• Sleeves: three-quarter length with mirror-worked cuffs.

• Mirror Work: extensive traditional Gujarati mirror embroidery forming geometric patterns (triangles, squares, diamonds).

• Mirror sizes strictly between 5mm and 15mm, evenly distributed.

• Mirrors attached using traditional buttonhole stitch only.

• Thread colors limited to contrasting orange, pink, and yellow.

• Mirror work coverage across bodice, sleeves, and hemline.

• Bottom: loose cotton salwar in bright orange with mirror-work border at ankles.

• Dupatta: lightweight cotton in fuchsia pink with scattered mirror booti work throughout and a heavy mirror border, draped casually around the neck.

• Fabric behavior and embroidery placement must remain physically accurate and culturally authentic.

JEWELRY & ACCESSORIES — EXACT ONLY

• Oxidized silver coin necklace.

• Large traditional jhumkas.

• Multiple colorful glass bangles on both wrists.

• Silver anklets.

• No substitutions, no additions.

FOOTWEAR

• Colorful traditional mojaris with pom-pom detailing.

• Physically accurate fabric and ornament behavior.

HAIR & MAKEUP — LOCKED

• Hair worn loose with a colorful ribbon braided in.

• Makeup minimal and realistic, no modern trends.

• Natural skin texture preserved exactly as in the reference image.

SETTING — LOCKED

• Outdoor Navratri celebration in Gujarat.

• Colorful rangoli visible on the ground.

• Festive string lights in the background.

• Evening blue-hour ambiance with celebratory atmosphere.

CAMERA & OPTICS — LOCKED

• 35mm wide-angle lens equivalent.

• Aperture: f/4.

• Environmental context visible while maintaining sharp focus on subject.

• Realistic perspective with correct lens behavior.

LIGHTING & COLOR — LOCKED

• Ambient festival lighting with warm tungsten bulbs.

• Mirrors reflecting light naturally with controlled sparkle.

• Subject sharply focused; slight motion blur in background only to suggest movement.

• Color grading: vibrant, highly saturated tones reflecting Navratri festival energy.

• No clipping, no color distortion, no artificial glow effects.

QUALITY & REALISM — ENFORCED

• 8K UHD resolution.

• Photographic realism with real-world physics compliance.

• Accurate mirror reflections, fabric physics, and embroidery depth.

• Clean, professional, client-facing editorial finish.

CONSISTENCY ANCHORS — NON-NEGOTIABLE

• Identity Lock: facial features and expression must exactly match the reference image.

• Material Lock: mirror placement, size, and stitching remain consistent.

• Style Lock: authentic Gujarati festive aesthetic with zero stylistic mutation.

• Composition Lock: stable framing and dynamic yet repeatable pose behavior.

FAILURE PREVENTION / NEGATIVE CONSTRAINTS

• NO facial identity deviation.

• NO skin tone alteration.

• NO mirror placement errors or pattern distortion.

• NO missing, floating, or misaligned mirrors.

• NO stiff or unnatural posing.

• NO objects in hands.

• NO modern filters, cinematic effects, or digital artifacts.

• NO lighting artifacts, noise, halos, or oversharpening.

• NO anachronistic or non-Gujarati elements.

INTENDED USE

• Professional-grade output suitable for bohemian fashion editorials and cultural festival marketing.

Generate a photorealistic 8K UHD photograph (9:16 aspect ratio) strictly based on the uploaded reference image. The reference image is mandatory and must be used to derive all facial features, proportions, expression, and natural skin tone.

FACIAL IDENTITY LOCK (CRITICAL):
Maintain absolute facial identity fidelity to the reference image. No facial reshaping, no beautification, no symmetry correction, no smoothing, no stylization, no identity drift across generations. Facial structure, bone proportions, eye shape, nose, lips, jawline, and expression must match the reference image exactly.

SUBJECT & COMPOSITION:

• Single female subject from the reference image only

• Close-up to mid close-up professional portrait framing

• Subject holding no objects in hands

• Emotion/expression: confident, culturally rooted pride (derived naturally, not exaggerated)

• Age-neutral representation (no age indicators or modifiers)

OUTFIT (AUTHENTIC PUNJABI PATIALA SALWAR SUIT):

• Royal blue cotton kameez

• Traditional Phulkari embroidery in golden-orange thread covering the yoke and sleeves

• Knee-length, straight-cut kameez

• Round neckline

• Three-quarter sleeves with embroidered borders

• Matching royal blue Patiala salwar with 20 clearly visible pleats and traditional wide drape at the ankles

• Burnt orange georgette dupatta with heavy Phulkari border, draped over both shoulders

JEWELRY & ACCESSORIES:

• Gold-plated traditional Punjabi jhumkas

• Thick gold kada on wrists

• Maang tikka

• Footwear: traditional Punjabi juttis in golden brocade

HAIR:

• Long hair, center-parted braid

• Gajra incorporated into the braid

LOCATION & ENVIRONMENT:

• Heritage haveli courtyard in Amritsar

• Terracotta flooring

• Carved wooden pillars

• Natural afternoon sunlight producing soft, realistic shadows

CAMERA & OPTICS:

• 85mm portrait lens

• f/2.8 aperture

• Shallow depth of field

• Subject in sharp focus with softly blurred architectural background

• Real-world optical behavior only (no artificial lens artifacts)

LIGHTING:

• Natural diffused sunlight from the right side only

• No artificial fill lights

• Preserve authentic skin texture and natural fabric sheen

COLOR & FINISH:

• Warm, saturated color grading reflecting Punjabi cultural vibrancy

• No HDR exaggeration

• No cinematic filters

• Editorial-grade realism suitable for a luxury ethnic wear catalog

QUALITY & RELIABILITY CONSTRAINTS:

• Ultra-high-detail 8K UHD output

• Physically accurate fabric behavior and gravity

• No distortion in Patiala pleats

• No hallucinated or altered embroidery patterns

• No extra jewelry, props, or background elements

• No visual noise, warping, artifacts, or compression

• No randomness, no stylization drift, no reinterpretation

FAILURE PREVENTION / NEGATIVE CONSTRAINTS:

• No skin tone alteration (use reference image only)

• No beauty filters, retouching, or AI smoothing

• No changes to hairstyle, outfit design, or environment

• No duplicated limbs, missing anatomy, or malformed clothing

• No modern objects or anachronisms

• No deviation from reference-based identity or pose integrity

OUTPUT INTENT:
Commercial-grade, client-facing, professional editorial photograph with consistent, repeatable results across generations, fully anchored to the uploaded reference image.

Create a dreamy 8K UHD, 9:16 vertical photograph strictly based on the uploaded reference image.
The reference image is mandatory and authoritative for facial structure, proportions, bone structure, expression baseline, and overall identity. Exact facial identity lock is required—no reshaping, no modification, no beautification. Skin tone must be derived precisely from the reference image only, with no filters or artificial smoothing.

Subject

• Female subject from the reference image, age-neutral.

• Facial features must exactly replicate the reference image.

• Expression: bridal radiance with a soft, romantic smile.

• Hands empty.

• Graceful, calm posture suitable for a wedding portrait.

Outfit (Pastel Pink Chikankari Anarkali Suit)

• Pastel blush pink georgette Anarkali suit.

• Kameez: Floor-length Anarkali (54 inches).
  Delicate white Chikankari embroidery in shadow work technique.
  Subtle floral and paisley motifs.
  Embroidery concentrated on bodice, neckline, and hemline border.
  Fitted bodice with empire waist.
  Round neckline with a delicate embroidered scalloped border.
  Full sleeves with embroidered cuffs.
  Silhouette gently flared from the empire waist for soft romantic movement.

• Bottom: Narrow churidar in matching pastel pink with minimal embroidery only.

• Dupatta: Matching pastel pink georgette (3 meters).
  Chikankari embroidery along all four borders.
  Scattered booti motifs throughout.
  Draped from the head in traditional bridal style, falling over both shoulders.

Jewelry & Accessories (Minimalist Only)

• Small diamond or kundan earrings.

• Thin bracelet.

• Simple maang tikka.

• NO necklace (neckline left bare).

• Footwear: Nude embroidered juttis.

Hair

• Soft romantic waves or an elegant low bun.

• Fresh flowers woven in: roses and baby’s breath.

• Hairline, volume, and structure must match the reference image.

Makeup (Soft Romantic Bridal)

• Dewy skin finish.

• Soft pink tones on eyes and lips.

• Natural flush on cheeks.

• Delicate bindi.

• Makeup must enhance softness without altering facial structure or skin tone.

Setting

• Luxury wedding venue atmosphere.

• Tuscany-style Italian villa terrace.

• Soft drapes and warm fairy lights in the background.

• Floral arrangements with white and blush roses.

• Outdoor golden hour environment.

Camera & Composition

• 85mm portrait lens, f/1.8 aperture.

• Eye-level, romantic perspective.

• Full-length shot with gentle environmental context.

• Subject in sharp focus; background rendered as soft bokeh.

Lighting

• Soft natural golden hour sunlight from the side.

• Subtle fill reflector to prevent harsh shadows.

• Gentle backlight creating a halo effect around the subject.

• Warm color temperature approximately 4200K to enhance pastel tones and bridal warmth.

Color & Finish

• Soft, dreamy color grading.

• Enhanced pastel pink tones with controlled softness.

• Slight desaturation for romantic, film-like quality.

• Subtle glow effect only—no artificial filters.

Consistency & Failure Prevention (Hard Constraints)

• NO facial identity deviation.

• NO skin tone alteration.

• NO over-embellishment or added embroidery.

• NO heavy jewelry or necklace.

• NO excessive color saturation; maintain pastel softness.

• NO distortion, clipping, or fabric texture loss.

• NO modern or non-bridal styling elements.

• Maintain minimalist celebrity-inspired bridal elegance.

Output Intent

• Celebrity wedding–inspired, premium-quality imagery.

• Suitable for viral social media content, aspiring bride lookbooks, and romantic bridal editorials.

• Deterministic, repeatable results when generated with the same reference image.

Produce a museum-quality 8K UHD photograph in 9:16 vertical format, STRICTLY AND EXCLUSIVELY BASED ON THE UPLOADED REFERENCE IMAGE (MANDATORY).

The generated subject must be the exact same female individual from the reference image, with absolute facial identity preservation. Facial structure, proportions, bone structure, micro-features, and natural expression must remain identical to the reference image. No facial modification, no identity drift, no beautification, no smoothing, no digital enhancement.

Skin tone must be derived exclusively from the reference image and matched precisely without alteration.

Age-neutral female representation.

REFERENCE IMAGE DEPENDENCY — HARD REQUIREMENT

The uploaded reference image is the sole source of truth.

All facial details, skin texture, and identity must be locked exactly to the reference image.

No inferred traits or creative interpretation beyond what is visible in the reference.

FRAMING & COMPOSITION — LOCKED

Three-quarter shot composition with clean, museum-grade framing.

Subject fully visible from head to below knees with garment clarity.

Aspect ratio LOCKED: 9:16 vertical.

Hands empty; no objects held.

Natural, relaxed posture with anatomical correctness.

EXPRESSION & MOOD — LOCKED

Emotional expression: contemplative grace with a subtle, restrained smile.

Expression must remain realistic and fully consistent with the reference image’s facial character.

GARMENT — AUTHENTIC KASHMIRI AARI EMBROIDERY (NO SUBSTITUTIONS)

Kameez: deep maroon velvet, ankle-length, straight-cut silhouette.

Neckline: boat neck.

Sleeves: full length with embroidered cuffs.

Embroidery: dense traditional Kashmiri Aari embroidery featuring Chinar leaves, paisleys, and lotus motifs.

Thread colors strictly limited to cream, gold, and dark green.

Embroidery coverage across entire front panel, sleeves, and back yoke.

Bottom: narrow ivory churidar with minimal Aari embroidery at ankles only.

Dupatta: heavy Pashmina-blend shawl, cream color, 2.5 meters length.

Four-sided Aari border 8 inches wide with intricate floral vine pattern.

Draped over both shoulders, hanging evenly on both sides.

Velvet texture must remain rich, deep, and physically accurate with visible pile behavior.

JEWELRY & ACCESSORIES — EXACT ONLY

Traditional Kashmiri gold Dejharoo earrings.

Thin gold necklace.

Simple gold bangles.

No additional jewelry or substitutions.

FOOTWEAR

Closed-toe embroidered velvet juttis in maroon.

Embroidery subtle and traditional.

HAIR & MAKEUP — LOCKED

Hair: center-parted low bun, minimal adornment.

Makeup: natural, understated, realistic skin texture.

No modern makeup trends or enhancements.

SETTING — LOCKED

Interior of a traditional Kashmiri wooden house (Dab).

Carved walnut wood wall panels clearly visible.

Snow visible through window panes.

Kangri (traditional fire pot) resting on a traditional carpet.

Winter afternoon atmosphere.

CAMERA & OPTICS — LOCKED

85mm lens equivalent.

Aperture: f/2.2.

Natural perspective compression.

Sharp focus on face with realistic depth of field falloff.

LIGHTING & COLOR — LOCKED

Soft diffused window light entering from the left side.

Gentle, realistic shadows enhancing velvet depth and embroidery relief.

Warm color temperature 3500K for cozy winter ambiance.

Color palette strictly: rich burgundy, cream, and gold accents.

No artificial lighting artifacts or color distortion.

QUALITY & REALISM — ENFORCED

8K UHD resolution.

Museum-grade photographic realism.

Accurate fabric physics, embroidery depth, and material response.

Clean, professional, archive-ready finish.

CONSISTENCY ANCHORS — NON-NEGOTIABLE

Identity Lock: facial features and expression must exactly match the reference image.

Material Lock: velvet and Aari embroidery must remain consistent across generations.

Style Lock: authentic Kashmiri heritage aesthetic with zero stylistic mutation.

Composition Lock: stable framing and pose behavior.

FAILURE PREVENTION / NEGATIVE CONSTRAINTS

NO facial deviation from reference.

NO skin tone alteration.

NO embroidery pattern invention or randomization.

NO velvet texture loss or flattening.

NO modern filters or cinematic effects.

NO props added to hands.

NO lighting artifacts, noise, halos, or oversharpening.

NO anachronistic or modern elements.

INTENDED USE

Suitable for heritage textile archives and luxury winter collection editorial.

Produce a timeless 8K UHD, 9:16 vertical bridal photograph strictly based on the uploaded reference image.
The reference image is mandatory and authoritative for facial structure, proportions, bone structure, expression baseline, hairline, and overall identity. Exact facial match is required—no reshaping, no modification, no beautification filters. Skin tone must be derived precisely from the reference image only.

Subject

• Female subject from the reference image, age-neutral.

• Facial features must exactly replicate the reference image.

• Expression: serene bridal grace with a gentle, composed smile.

• Hands empty.

• Calm, dignified bridal posture.

Outfit (Ivory–Gold Minimalist Bridal Churidar Suit)

• Kurta: Ivory raw silk straight-cut kurta, knee-length.
  Hand-embroidered gold zari work in traditional Mughal-inspired kalga and bel motifs.
  Embroidery concentrated on the bodice, arranged deliberately to create negative space for a minimalist effect.
  Round neckline with a delicate zari border.
  Full sleeves with embroidered cuffs.
  Emphasis on fabric quality, craftsmanship, and restraint over embellishment.

• Churidar: Matching ivory churidar with subtle gold zari stripe work at the ankles only.

• Dupatta: Ivory organza (3 meters).
  Four-sided gold zari border exactly 8 inches wide, featuring intricate bel patterns.
  Scattered gold booti motifs throughout.
  Draped from the head in traditional bridal style, covering both shoulders symmetrically.

Jewelry & Accessories (Heritage, Minimal)

• Heritage polki jewelry:
  Moderate-weight choker.
  Matching earrings.
  Simple maang tikka.
  Delicate haath phool.
  Minimal bangles.

• Avoid excessive layering or statement overload.

• Footwear: Ivory embroidered juttis.

Hair

• Center-parted low bun.

• Adorned with mogra gajra.

• Hairline, density, and structure must match the reference image.

Makeup (Minimal Bridal)

• Dewy, natural skin finish.

• Soft brown tones on eyes.

• Nude pink lips.

• Natural flush on cheeks.

• Small bindi.

• NO heavy contouring, NO dramatic eye makeup.

• Makeup must not alter facial structure or skin tone.

Setting

• Heritage indoor environment:
  Traditional haveli or palace interior.
  Carved wooden doors and authentic architectural details.
  Minimal modern intervention.

• Morning ambiance with natural light entering through windows.

Camera & Composition

• 70mm lens, f/2.0 aperture.

• Eye-level, respectful angle.

• Three-quarter length shot showing full attire with architectural context.

• Gentle background bokeh without loss of environmental character.

Lighting

• Soft natural window light from the side as primary source.

• White reflector subtly filling shadows.

• High-key lighting with no harsh contrast.

• Preserve raw silk texture and zari embroidery detail.

• Color temperature approximately 5200K for clean, accurate ivory tones.

Color & Finish

• Clean, timeless color grading.

• Slightly desaturated palette.

• Subtle emphasis on ivory and gold without warmth bias.

• Film-like quality with fine, natural grain.

• No modern filters or stylization effects.

Consistency & Failure Prevention (Hard Constraints)

• NO facial identity drift.

• NO skin tone alteration.

• NO added embellishment or embroidery.

• NO heavy or modern makeup trends.

• NO color casts on ivory fabric.

• NO loss of fabric texture or zari detail.

• NO contemporary filters or visual effects.

• Maintain restrained, classic, archival elegance.

Output Intent

• Museum-quality, archival bridal imagery.

• Suitable for sustainable luxury bridal documentation, heritage textile revival, and timeless couture storytelling.

• Deterministic, repeatable results when generated with the same reference image.

Produce a serene, museum-quality 8K UHD photograph in 9:16 vertical format, STRICTLY AND EXCLUSIVELY BASED ON THE UPLOADED REFERENCE IMAGE (MANDATORY).

The generated subject must be the exact same female individual from the reference image, with absolute facial identity preservation. Facial structure, proportions, bone structure, micro-features, and natural expression must remain identical to the reference image. No facial modification, no identity drift, no beautification, no smoothing, no filters, no digital enhancement of any kind.
Skin tone must be derived exclusively from the reference image and replicated precisely without adjustment.
Age-neutral female subject.

REFERENCE IMAGE DEPENDENCY — HARD LOCK

• The uploaded reference image is mandatory and the sole source of truth.

• All facial geometry, expression character, and skin texture must match the reference image exactly.

• No inferred traits, stylization, or creative deviation beyond what is visible in the reference.

FRAMING & COMPOSITION — LOCKED

• Aspect ratio 9:16 vertical.

• Full-length shot capturing the complete outfit while maintaining an intimate, calm visual balance.

• Eye-level, straight-on camera angle.

• Clean, centered composition with generous negative space.

• Hands empty; no objects held.

• Natural, relaxed posture with understated South Indian grace.

EXPRESSION & MOOD — LOCKED

• Emotional expression: peaceful tranquility with a gentle, subtle smile.

• Expression must remain realistic and fully consistent with the facial character of the reference image.

GARMENT — KERALA KASAVU SALWAR SUIT (MINIMALIST LOCK)

• Kurta: off-white cotton silk, knee-length, straight-cut silhouette.

• Design Philosophy: minimalist and pure; no embellishments beyond kasavu borders.

• Kasavu Border: narrow gold zari border 1.5 inches wide, running precisely along:
  Round neckline
  Three-quarter sleeve edges
  Hemline

• Body: completely plain, celebrating fabric texture and drape.

• Bottom: matching off-white churidar, entirely plain with no decoration.

• Dupatta: off-white cotton with traditional double kasavu borders (2 inches each) on both narrow ends only.
  Draped simply and symmetrically over both shoulders.

• Fabric behavior must reflect authentic cotton silk softness and natural fall.

JEWELRY & ACCESSORIES — MINIMAL & EXACT

• Small traditional Kerala clustered pearl earrings (palakka).

• Thin gold chain (aranjanam).

• Simple gold bangles.

• No additional jewelry, no substitutions.

FOOTWEAR

• Brown leather chappals with natural texture and traditional construction.

HAIR & MAKEUP — LOCKED

• Hair: center-parted, neatly oiled, pulled into a low bun.

• Fresh white jasmine gajra adorning the bun.

• Makeup: minimal and natural.
  Light kohl only
  Nude lips
  Small red bindi

• Skin texture must remain completely natural and unretouched.

SETTING — LOCKED

• Traditional Kerala Nalukettu (ancestral home) courtyard.

• Wooden pillars with intricate carvings.

• Terracotta tiled roof visible.

• Banana plants and coconut trees in the background.

• Traditional brass nilavilakku placed on the courtyard floor.

• Calm, culturally authentic environment.

CAMERA & OPTICS — LOCKED

• 50mm prime lens equivalent.

• Aperture: f/2.2.

• Natural perspective with gentle background separation.

• Accurate depth of field with sharp focus on subject.

LIGHTING & COLOR — LOCKED

• Soft, diffused natural mid-morning light filtering through the courtyard.

• Gentle, realistic shadows with no harsh contrast.

• Subtle kasavu shimmer visible without glare.

• Cool-neutral color temperature 5500K to preserve fabric purity.

• No artificial lighting effects of any kind.

COLOR GRADING — LOCKED

• Clean, airy tonal palette.

• Emphasis on cream, off-white, and soft gold.

• No excessive saturation, contrast, or stylization.

QUALITY & REALISM — ENFORCED

• 8K UHD resolution.

• Photographic realism with real-world physics compliance.

• Accurate fabric texture, natural light behavior, and skin detail.

• Clean, professional, editorial-grade finish.

CONSISTENCY ANCHORS — NON-NEGOTIABLE

• Identity Lock: facial features and expression must exactly match the reference image.

• Minimalism Lock: no added ornamentation or visual clutter.

• Material Lock: kasavu width, placement, and cotton silk texture remain consistent.

• Composition Lock: stable framing and calm posture across generations.

FAILURE PREVENTION / NEGATIVE CONSTRAINTS

• NO facial identity deviation.

• NO skin tone alteration.

• NO over-decoration or added embellishments.

• NO kasavu border width inconsistency.

• NO artificial lighting or cinematic effects.

• NO modern styling elements.

• NO noise, halos, oversharpening, or digital artifacts.

INTENDED USE

• Ideal for cultural festival documentation and minimalist South Indian ethnic wear editorial.

Create a breathtaking 8K UHD, 9:16 vertical haute couture photograph strictly based on the uploaded reference image.
The reference image is mandatory and authoritative for facial structure, proportions, bone structure, expression baseline, hairline, and overall identity. Facial identity must match the reference image precisely—no reshaping, no modification, no beautification, no filters. Skin tone must be derived exactly from the reference image only.

Subject

• Female subject from the reference image, age-neutral.

• Facial features must exactly replicate the reference image.

• Expression: regal couture elegance with a subtle, sophisticated smile.

• Hands empty.

• Poised, statuesque couture posture.

Outfit (3D Embroidery Salwar Suit / Anarkali Gown)

• Gown: Deep emerald green tulle Anarkali gown, floor-length (56 inches).
  Spectacular hand-crafted 3D embroidery covering the bodice and cascading down the skirt.
  Raised floral garden composed of fabric roses, peonies, and lilies in ivory, blush, and gold.
  Each flower constructed with multiple fabric petals, clearly visible, creating pronounced depth and dimension.
  Flowers interspersed with:
  Heavy Swarovski crystal embellishments
  Gold French knots
  Seed beads
  Sequins
  Embellishments must catch and reflect light naturally.

• Bodice: Fitted corset structure with a sweetheart neckline, subtly visible beneath a sheer embroidered illusion panel.

• Sleeves: Cap sleeves, entirely covered in dense 3D floral embroidery.

• Skirt: Multiple layers of tulle with a structured underlayer for volume.
  3D flowers concentrated on the front panel and hemline, with scattered work throughout the skirt.

• Churidar: Matching emerald churidar with subtle gold zari stripe detailing.

• Dupatta: Ivory tulle dupatta (3.5 meters).
  3D floral embroidery along the borders.
  Scattered floral and crystal work throughout.
  Draped from the left shoulder, allowing gown embroidery to remain visible.

Jewelry & Accessories

• Statement diamond necklace with emerald accents (proportioned to keep neckline embroidery visible).

• Chandelier earrings.

• Maang tikka.

• No excessive layering that obscures bodice detailing.

• Footwear: Gold crystal-embellished heels.

Hair

• Elegant updo designed to showcase neckline, shoulders, and embroidery.

• Hairline, density, and proportions must match the reference image.

Makeup (Sophisticated Couture Bridal)

• Defined, elegant eyes.

• Nude lips.

• Luminous skin finish.

• Makeup must enhance refinement without altering facial structure or skin tone.

Setting

• Ultra-luxury environment:
  High-end couture atelier or palace ballroom.
  Crystal chandeliers.
  Marble flooring.
  Ornate mirrors and architectural detailing.

• Background must feel opulent yet controlled, supporting the couture focus.

Camera & Composition

• 85mm portrait lens, f/1.8 aperture.

• Slightly low-angle perspective to enhance grandeur.

• Full-length shot showing entire gown, skirt volume, and flow.

• Intricate embroidery must remain sharply resolved while background falls into soft bokeh.

Lighting

• Sophisticated multi-light couture setup:
  Key light precisely angled to highlight 3D embroidery, casting micro-shadows within layered petals to emphasize depth.
  Multiple fill lights preventing harsh contrast without flattening texture.
  Strategic spotlights causing Swarovski crystals and beads to sparkle naturally.

• Color temperature approximately 4500K, creating a warm luxury ambiance while preserving emerald richness and gold accuracy.

Color & Finish

• Rich, opulent editorial color grading.

• Enhanced emerald green and gold tones.

• High contrast to emphasize embroidery texture, dimension, and craftsmanship.

• Polished couture editorial finish; no artificial filters.

Consistency & Failure Prevention (Hard Constraints)

• NO facial identity drift.

• NO skin tone alteration.

• NO loss of 3D floral detail—each petal must be visible and dimensional.

• NO missing crystal sparkle or flattened embellishment.

• NO flat or uniform lighting—depth is critical.

• NO distortion of corset structure, skirt volume, or embroidery placement.

• NO unintended props or background clutter.

• Maintain museum-grade couture realism.

Output Intent

• Museum-quality haute couture documentation.

• Suitable for ultra-luxury bridal campaigns, couture archives, and high-fashion editorial showcases.

• Deterministic, repeatable results when generated with the same reference image.

Produce a sophisticated 8K UHD, 9:16 vertical fashion photograph strictly based on the uploaded reference image.

The reference image is mandatory and authoritative for facial structure, proportions, bone structure, expression baseline, hairline, and overall identity. Perfect facial identity match is required—no reshaping, no modification, no beautification, no filters. Skin tone must be derived exactly from the reference image only.

Subject

Female subject from the reference image, age-neutral.

Facial features must exactly replicate the reference image.

Expression: confident modern elegance with a subtle, sensual smile.

Hands empty.

Composed, contemporary posture; poised but not provocative.

Outfit (Experimental Sheer & Cut-Out Detailed Suit)

Kurta: Contemporary navy blue silk kurta, mid-thigh length.

Main body in solid navy silk with minimal embellishment; structure is the focal point.

Sheer mesh panel inserts at the shoulders creating a cold-shoulder effect.

Panels include sequin embroidery to maintain modesty and visual balance.

Sheer mesh panel on the upper back (trapezius area) with scattered crystal embellishment.

Strategic side waist cut-outs:

Circular cut-outs, exactly 3 inches in diameter, on both sides.

Cleanly bordered with silver sequin trim.

Sleeves: Three-quarter length, with the lower half in sheer mesh and embroidered borders.

Neckline: High illusion neckline in sheer mesh with delicate beadwork, creating a built-in jewelry effect.

Bottom: Matching navy silk cigarette pants.

Slim, tailored fit.

Silver stripe detail along the side seams.

NO dupatta; modern styling emphasizing architectural design.

Jewelry & Accessories

Minimal contemporary jewelry only:

Small diamond stud earrings.

Thin bracelet.

No additional accessories.

Footwear

Silver metallic heels.

Hair

Sleek straight hair, center-parted or an elegant low bun.

Hairline, density, and proportions must match the reference image.

Makeup (Modern Sophisticated)

Defined eyes.

Nude lips.

Glowing, refined skin.

Makeup must enhance presence without altering facial structure or skin tone.

Setting

Contemporary urban luxury environment:

Modern luxury hotel lobby or high-end restaurant.

Marble surfaces, metal accents.

Minimalist, upscale aesthetic.

Evening ambiance with controlled background elements.

Camera & Composition

50mm lens, f/2.0 aperture.

Straight-on camera angle to clearly display structural design elements.

Three-quarter length framing emphasizing cut-outs, sheer panels, and silhouette.

Clean, editorial composition with breathing space.

Lighting

Modern editorial lighting setup:

Key light from a 45-degree angle highlighting contrast between solid silk and sheer mesh.

Rim light separating sheer panels from skin tone for clarity.

Subtle backlight accentuating side cut-outs and mesh transparency.

Color temperature approximately 5000K, maintaining navy richness while rendering sheer fabric accurately.

Avoid overexposure on sheer panels.

Color & Finish

Sophisticated, modern color grading.

Slightly cool overall tone.

High contrast emphasizing architectural details and material interplay.

Polished editorial finish; no artificial filters.

Consistency & Failure Prevention (Hard Constraints)

NO facial identity deviation.

NO skin tone alteration.

NO sheer panel overexposure; maintain elegance and modesty.

NO cut-out distortion or misplacement.

NO overtly provocative styling or posing.

NO fabric texture loss or transparency errors.

NO unintended props or background clutter.

Maintain refined, progressive luxury aesthetic.

Output Intent

High-end editorial–grade imagery.

Suitable for progressive luxury ethnic wear campaigns, body-conscious modern fashion marketing, and avant-garde Indo-Western editorials.

Deterministic, repeatable results when generated with the same reference image.

Create a romantic 8K UHD, 9:16 vertical destination wedding photograph strictly based on the uploaded reference image.
The reference image is mandatory and authoritative for facial structure, proportions, bone structure, expression baseline, hairline, and overall identity. Facial identity must match the reference precisely—no reshaping, no modification, no beautification filters. Skin tone must be derived exactly from the reference image only.

Subject

• Female subject from the reference image, age-neutral.

• Exact facial identity lock; zero deviation permitted.

• Expression: bridal romance with a soft, joyful smile.

• Hands empty.

• Graceful, natural bridal posture.

Outfit (Blush Pink Sharara Suit)

• Kurta: Blush pink butterfly net short kurta, waist-length.
  Delicate sequin and pearl embroidery forming scattered floral motifs.
  Sweetheart neckline with a sheer net illusion panel, subtly studded with crystals.
  Cap sleeves with embroidered scalloped edges.
  Peplum-style flare at the waist.

• Sharara: Matching blush pink organza sharara.
  Fitted till the knees, then dramatically flaring.
  Multi-panel construction (8–10 panels) clearly visible.
  Bottom 18 inches feature dense sequin and thread embroidery creating a soft ombre effect from blush to deeper pink.

• Dupatta: Peach-toned organza (3.5 meters).
  Heavy four-sided border (exactly 6 inches) in rose-gold sequin and gota work.
  Scattered pearl booti throughout.
  Draped from the left shoulder across the front to the right hip, forming an elegant diagonal line.

Jewelry & Accessories

• Delicate rose-gold or polki jewelry:
  Statement necklace with pastel stone drops.
  Matching earrings.
  Maang tikka.
  Delicate haath phool.
  Subtle bangles only.

• Footwear: Nude embellished heels.

Hair

• Soft romantic curls.

• Half-updo adorned with fresh pink roses.

• Hairline, volume, and density must match the reference image.

Makeup (Soft Bridal Glam)

• Rosy-toned eyes.

• Dewy skin finish.

• Glossy nude pink lips.

• Natural flush on cheeks.

• Makeup must enhance romance without altering facial structure or skin tone.

Setting

• Udaipur palace outdoor courtyard.

• Lake Pichola visible in the background.

• Heritage palace architecture.

• Marigold and rose floral arrangements.

• Warm golden hour atmosphere.

Camera & Composition

• 85mm portrait lens, f/1.8 aperture.

• Slightly low-angle perspective for elegance.

• Three-quarter length shot showcasing sharara flow and peplum silhouette.

• Subject in sharp focus with palace architecture rendered as soft bokeh.

Lighting

• Natural golden hour sunlight from the side as the primary source.

• Color temperature approximately 3500K for warm pastel glow.

• Subtle reflector filling facial shadows.

• Backlight from the setting sun creating a gentle rim light for separation.

• Sequins and pearls must sparkle naturally without glare.

Color & Finish

• Soft, romantic color grading.

• Enhanced blush pink and peach palette.

• Slight warm grade with gentle contrast.

• Film-like, Instagram-worthy destination wedding aesthetic.

Consistency & Failure Prevention (Hard Constraints)

• NO facial identity drift.

• NO skin tone alteration.

• NO harsh shadows or blown highlights.

• NO incorrect pastel color casts.

• NO sharara panel distortion or flow errors.

• NO embroidery simplification or texture loss.

• NO unintended props or background clutter.

• Maintain refined, luxurious bridal realism.

Output Intent

• Premium destination wedding photography quality.

• Suitable for bridal portfolios, luxury wedding planner marketing, and high-end social media showcases.

• Deterministic, repeatable results when generated with the same reference image.

Produce a vibrant 8K UHD, 9:16 vertical photograph strictly based on the uploaded reference image.
The reference image is mandatory and authoritative for facial structure, proportions, bone structure, expression baseline, hairline, and overall identity. Perfect facial identity lock is required—zero deviation permitted. Skin tone must be derived exactly from the reference image only with no alteration, normalization, beautification, or filters.

Subject

• Female subject from the reference image, age-neutral.

• Facial features must exactly replicate the reference image.

• Expression: celebratory joy with a bright, authentic smile.

• Hands empty.

• Natural celebratory body language; no stiff or formal posing.

Outfit (Punjabi Phulkari Patiala Suit)

• Deep maroon khadi cotton kurta, knee-length, straight-cut.

• Bagh-style Phulkari embroidery in golden-yellow silk thread covering the entire kurta surface except a small central area, using authentic traditional geometric and floral motifs only.

• Dense darning stitch creating a richly textured, hand-embroidered surface.

• Kurta design: V-neck, three-quarter sleeves, both heavily embroidered.

• Bottom: Wide Patiala salwar in matching maroon with 22 clearly visible pleats at the waist.

• Hem: golden Phulkari border exactly 4 inches wide.

• Dupatta: Large georgette dupatta (2.5 meters) in golden yellow with full Phulkari coverage in maroon thread, mirroring the kurta’s motifs.

• Dupatta draped traditionally over both shoulders, hanging in front.

Jewelry & Accessories

• Heavy gold Punjabi jewelry:
  Long rani haar with pendant
  Large jhumkas
  Maang tikka
  Nath
  Multiple churiyan (bangles) covering the forearms

• Footwear: golden embroidered juttis

Hair

• Long braid with parandi in matching maroon and gold tones.

• Flowers woven naturally into the braid.

• Hair structure and volume must match the reference image.

Setting

• Outdoor Lohri celebration in Punjab.

• Bonfire clearly visible in the background.

• Mustard fields in the distance.

• Evening environment with visible fire glow and celebratory ambiance.

Camera & Composition

• 35mm lens, f/3.5 aperture.

• Slightly low-angle shot to add energy and festivity.

• Mid close-up to three-quarter length framing, keeping facial details clearly visible.

• Subject in sharp focus; background softly contextual.

Lighting

• Warm firelight as the primary key light from the side, creating dramatic yet natural shadows.

• Practical firelight producing authentic glow on fabrics, embroidery, and jewelry.

• Ambient twilight blue tones in the background for contrast.

• Firelight color temperature approximately 2800K.

• No artificial studio lighting effects.

Color & Finish

• Rich, saturated maroon and gold tones.

• Slight contrast boost to emphasize embroidery texture.

• Natural photographic realism with accurate fabric drape and physics.

• No filters or stylization.

Consistency & Failure Prevention (Hard Constraints)

• NO facial identity drift.

• NO skin tone alteration.

• NO Phulkari pattern invention—use only authentic traditional motifs.

• NO embroidery detail loss or simplification.

• NO incorrect pleat count (exactly 22).

• NO border width deviation.

• NO over-polishing, glam filters, or modern reinterpretation.

• NO unintended objects, distortions, or hallucinated elements.

• Maintain cultural authenticity and joyful realism.

Output Intent

• Commercial-grade, client-facing quality.

• Suitable for Punjabi cultural celebration marketing and diaspora community engagement campaigns.

• Predictable, repeatable results across generations using the same reference image.

Generate a serene 8K UHD, 9:16 photograph of the female subject from uploaded reference image in sustainable handloom suit. ABSOLUTE: Facial identity must match reference precisely—no modifications, exact natural skin tone, no filters. Age-neutral female. Empty hands. Emotional expression: conscious calm confidence with gentle smile. Outfit specifications: Natural indigo-dyed handspun khadi cotton kurta (knee-length) celebrating handloom texture—visible slubs and irregularities characteristic of handweaving creating authentic textile character. Kurta features simple straight-cut with round neckline, three-quarter sleeves, minimal design letting fabric quality be statement. Subtle hand-embroidered running stitch detail in off-white thread along neckline and sleeve edges showcasing traditional embroidery technique. Bottom: natural off-white khadi churidar with similar visible handloom texture. Dupatta: lightweight khadi in natural beige with indigo border hand-block printed with traditional motifs, draped simply over both shoulders. Jewelry: Minimal handcrafted jewelry—terracotta earrings, wooden bangles, supporting artisan crafts. Footwear: simple handmade leather chappals. Hair: natural loose or simple braid with minimal styling. Makeup: MINIMAL natural—just groomed brows, slight lip tint, celebrating natural beauty. Setting: Rural artisan setting or sustainable farm—handloom visible in background, natural outdoor setting with trees, traditional weaver's workspace, connecting garment to origin. Camera: 50mm lens, f/2.8 aperture, eye-level documentary style angle, three-quarter length shot showing fabric texture while including environmental context. Lighting: pure natural sunlight (NO artificial lights)—soft diffused morning or late afternoon light highlighting khadi texture, fabric slubs, and indigo color depth, color temperature natural daylight (5500-6000K), maintaining authentic handloom aesthetic. Color grading: natural earthy tones, slight desaturation for documentary feel, emphasis on indigo richness and khadi texture, avoiding excessive polish to maintain handloom authenticity. Constraints: NO fabric texture smoothing—slubs and irregularities ESSENTIAL for handloom authenticity, NO synthetic-looking finish, NO facial identity deviation, NO styled perfection—natural conscious aesthetic critical. Documentary-quality suitable for sustainable fashion campaigns, handloom revival movement documentation, and conscious luxury brand marketing.

Generate a bold 8K UHD, 9:16 vertical fashion photograph strictly based on the uploaded reference image.
The reference image is mandatory and authoritative for facial structure, proportions, bone structure, expression baseline, hairline, and overall identity. Exact facial match is required—no reshaping, no modification, no beautification, no filters. Skin tone must be derived precisely from the reference image only.

Subject

• Female subject from the reference image, age-neutral.

• Facial features must exactly replicate the reference image.

• Expression: confident, powerful femininity with a strong smile.

• Hands empty.

• Assertive, commanding stance; weight placed on one leg to reveal slit clearly.

Outfit (High-Slit Modern Salwar Suit)

• Kurta: Body-contoured black scuba fabric kurta, knee-length.
  Dramatic thigh-high slit on the left side, clearly visible.
  Fitted silhouette with princess seams creating a structured, sculpted fit.
  Deep V-neckline.
  Sleeveless with cold-shoulder cutouts.
  Minimal embellishment only: thin silver metallic piping along seams for definition.

• Bottom: Matching black skinny churidar or cigarette pants.
  Ankle zippers.
  Sleek, uninterrupted vertical line.

• NO dupatta; modern, powerful styling only.

• Ensure fabric lies smooth with no bunching, pulling, or distortion.

Jewelry & Accessories

• Contemporary statement jewelry:
  Geometric silver cuff on one wrist.
  Long drop earrings.
  Cocktail ring.

• No additional accessories.

Footwear

• Black strappy stiletto heels.

Hair

• Sleek high ponytail or polished straight loose hair.

• Clean, sharp finish.

• Hairline, density, and proportions must match the reference image.

Makeup (Bold Glamorous)

• Smokey eyes.

• Nude glossy lips.

• Sculpted contour.

• Strobing highlight on high points.

• Makeup must enhance intensity without altering facial structure or skin tone.

Setting

• Urban nightlife environment:
  Rooftop bar or modern lounge.
  City lights visible in the background.
  Contemporary architectural elements.

• Evening setting with energetic, upscale ambiance.

Camera & Composition

• 70mm lens, f/2.2 aperture.

• Slightly low-angle perspective emphasizing power, height, and leg line through the slit.

• Full-length shot showcasing complete silhouette and slit placement.

• Strong, editorial framing with clear subject separation.

Lighting

• Dramatic fashion lighting setup:
  Strong key light from a 45-degree angle to define body contours and highlight slit opening.
  Rim light separating subject from background.
  Mixed lighting: warm ambient venue light combined with cooler flash.
  Optional subtle haze or smoke in background for nightlife atmosphere.

• Maintain realistic fabric texture and body contours.

Color & Finish

• High-contrast, modern editorial color grading.

• Slightly cool overall tone.

• Emphasis on black fabric texture, structure, and silhouette clarity.

• No artificial filters or stylization artifacts.

Consistency & Failure Prevention (Hard Constraints)

• NO facial identity deviation.

• NO skin tone alteration.

• NO slit placement errors; slit must be thigh-high and clearly visible.

• NO fabric bunching, pulling, or distortion.

• NO demure, shy, or passive posing.

• NO unintended props or background clutter.

• Maintain powerful, contemporary, high-fashion presence.

Output Intent

• High-fashion editorial–grade imagery.

• Suitable for modern ethnic wear campaigns, empowered femininity branding, and luxury contemporary fashion marketing.

• Deterministic, repeatable results when generated with the same reference image.

Generate a vibrant, festival-ready 8K UHD, 9:16 vertical photograph strictly based on the uploaded reference image.

The reference image is mandatory and authoritative for facial structure, proportions, bone structure, expression baseline, hairline, and overall identity. Perfect facial identity match is required—no reshaping, no modification, no beautification, no filters. Skin tone must be derived exactly from the reference image only.

Subject

Female subject from the reference image, age-neutral.

Facial features must exactly replicate the reference image.

Expression: energetic festive joy with a big, authentic smile.

Hands empty.

Natural, celebratory, high-energy body language; no stiff posing.

Outfit (Colorful Mirror Work Sharara Suit)

Top: Bright fuchsia pink crop top blouse, ending above the navel.

High round neckline.

Sleeveless.

Densely covered with multicolored mirror work (orange, green, yellow, blue).

Authentic geometric and floral traditional patterns creating a kaleidoscopic effect.

Bottom: High-waisted sharara in vibrant contrasting orange.

Extreme flare starting from mid-thigh.

Dramatic volume with fluid movement.

Mirror work border at the hem plus scattered mirror work throughout.

Dupatta: Multicolored tie-dye or bandhani dupatta in fuchsia, orange, yellow, and green.

Mirror work along the borders only.

Styled casually: wrapped loosely around the neck or draped over one shoulder.

Light, playful drape with visible motion.

Jewelry & Accessories

Bohemian oxidized silver jewelry:

Large statement earrings.

Multiple layered coin necklaces.

Heavy bangles (mix of colored glass and metal) covering the forearms.

Anklets.

Footwear: Colorful juttis or mojaris with pom-poms and tassel details.

Hair

Option A: Loose, messy braids with colorful ribbons and fresh flowers.

Option B: High ponytail with floral hair accessories.

Hairline, density, and structure must match the reference image.

Makeup (Festive Youthful)

Colorful eyeshadow complementing the outfit palette.

Glossy lips.

Strong highlighter on cheekbones.

Bindi.

Temporary glitter tattoos on arms.

Makeup must enhance festivity without altering facial structure or skin tone.

Setting

Outdoor Navratri Garba celebration in Gujarat.

Colorful pandal decorations.

String lights overhead.

Rangoli visible on the ground.

People dancing in the background, softly blurred to suggest movement.

Lively evening festival atmosphere.

Camera & Composition

35mm lens, f/3.2 aperture.

Dynamic angle capturing festive energy.

Subject kept sharp; background allowed slight motion blur to imply dance and celebration.

Mid to three-quarter length framing with space for movement and fabric flow.

Lighting

Warm tungsten festival lighting as the primary source.

Color temperature approximately 3000K.

Mirrors must sparkle and reflect light naturally.

Ambient colored lights (blue, green, red) from pandal décor adding playful highlights.

Subtle fabric motion visible, enhancing liveliness.

Color & Finish

Highly saturated yet controlled festival color grading.

High contrast emphasizing mirror sparkle and texture.

Energetic, youthful, celebratory aesthetic.

Maintain realistic color balance; no neon clipping or wash-out.

Consistency & Failure Prevention (Hard Constraints)

NO facial identity deviation.

NO skin tone alteration.

NO mirror placement errors; use authentic traditional patterns only.

NO unrealistic color oversaturation.

NO stiff or posed body language.

NO loss of fabric texture or mirror reflections.

NO hallucinated accessories, props, or background elements.

Maintain cultural authenticity and joyful realism.

Output Intent

Professional, high-energy festival fashion imagery.

Suitable for youth festival fashion marketing, cultural celebration campaigns, and vibrant social media editorials.

Deterministic, repeatable results when generated with the same reference image.

Create an ultra–high-definition 8K UHD photograph (9:16 portrait format) that is strictly generated from the uploaded reference image, which is mandatory and must be used as the sole source for facial identity, proportions, expression, and natural skin tone.

FACIAL IDENTITY PRESERVATION (CRITICAL):
Maintain absolute facial identity lock from the reference image. No facial reshaping, no proportion changes, no beautification, no symmetry correction, no smoothing, no filters, and no stylization. Facial structure, bone geometry, features, and natural expression must remain identical to the reference image across generations.

AGE & SKIN TONE CONSTRAINTS:

• Age-neutral portrayal only (no age indicators or modifiers)

• Skin tone must match the reference image exactly, with natural texture preserved

• No skin tone enhancement, whitening, or color shifts

SUBJECT & COMPOSITION:

• Single female subject from the reference image only

• Close-up to mid close-up professional portrait framing

• Eye-level camera angle

• Hands empty, holding no objects

• Pose relaxed and natural, no stiffness

• Emotional expression: serene elegance with a gentle, natural smile (not exaggerated)

OUTFIT (AUTHENTIC LUCKNOWI CHIKANKARI SALWAR SUIT):

• Pure white georgette Anarkali-style kameez

• Ankle-grazing length (approximately 50–52 inches)

• Intricate Chikankari embroidery featuring bakhiya, phanda, and jaali work

• Embroidery concentrated on bodice, hemline, and sleeves

• Full-length sleeves with delicate mukaish work at the cuffs

• Narrow white churidar with minimal embroidery at the ankles

• Matching white georgette dupatta with a 4-inch wide chikankari border on all four sides and scattered booti work throughout

• Dupatta draped diagonally from left shoulder to right hip

JEWELRY & ACCESSORIES:

• Delicate silver oxidized jhumkas

• Thin silver bangles

• Subtle nose pin only

• No additional accessories

FOOTWEAR:

• White embroidered mojaris

HAIR:

• Loose, soft waves

• Fresh mogra flowers tucked behind one ear

• Hair texture and density consistent with reference image

SETTING & ENVIRONMENT:

• Sunlit colonial-era veranda in Lucknow

• White marble flooring

• Ornate iron railings

• Potted jasmine plants

• Morning golden-hour ambiance

CAMERA & OPTICS:

• 50mm prime lens

• f/1.8 aperture

• Natural background bokeh

• Subject in sharp focus with softly blurred background

• Real-world optical behavior only

LIGHTING:

• Soft natural morning light from the left side

• Luminous glow on white fabric

• No harsh shadows

• No artificial lighting or fill lights

• Emphasis on authentic threadwork texture and fabric translucency

COLOR & FINISH:

• Predominantly white palette with subtle warm ivory undertones

• Ethereal summer aesthetic

• No HDR exaggeration

• No cinematic grading

• No stylized filters

QUALITY, CONSISTENCY & FAILURE PREVENTION:

• Physically accurate fabric drape and embroidery behavior

• No distortion or hallucination in chikankari patterns

• No skin tone deviation

• No identity drift

• No extra props, jewelry, or background elements

• No duplicated anatomy, warping, or artifacts

• Predictable, repeatable results across generations

OUTPUT INTENT:
Commercial-grade, museum- and editorial-quality photograph suitable for heritage textile documentation and luxury brand editorials, with maximum realism, consistency, and reference-image fidelity.

Produce a bold, fashion-forward 8K UHD, 9:16 vertical photograph strictly based on the uploaded reference image.
The reference image is mandatory and authoritative for facial structure, proportions, bone structure, expression baseline, hairline, and overall identity. Facial identity must match exactly—no reshaping, no modification, no beautification, no filters. Skin tone must be derived precisely from the reference image only.

Subject

• Female subject from the reference image, age-neutral.

• Exact facial identity lock; zero deviation permitted.

• Expression: confident, bold fashion-forward attitude with a playful smile.

• Hands empty.

• Modern, assertive stance; no traditional posing.

Outfit (Neon Metallic Pants Suit)

• Electric neon pink metallic silk crop top kurta, ending just above the navel.
  Sharp, structured shoulders.
  Deep V-neckline.
  Sleeveless design.
  Minimal embellishment; fabric sheen is the statement.

• High-waisted wide-leg palazzo pants in matching neon pink metallic silk.
  Crisp front crease.
  Pooling slightly at the ankles for dramatic length.

• NO dupatta; strictly modern styling.

Jewelry & Accessories

• Bold statement jewelry only:
  Large geometric gold earrings.
  Stacked gold bangles on one wrist.
  Multiple rings.

• No additional accessories.

Footwear

• Metallic gold strappy block heels.

Hair

• Sleek high ponytail or slicked-back bun, fully revealing the face.

• Hairline, density, and proportions must match the reference image.

Makeup (Editorial Bold)

• Graphic eyeliner.

• Glossy nude lips.

• Strobing highlighter on cheekbones.

• Groomed, bold brows.

• Makeup must enhance attitude without altering facial structure or skin tone.

Setting

• Contemporary urban environment:
  Option A: Modern art gallery with white walls and geometric installations.
  Option B: Minimalist rooftop with city skyline visible.

• Evening blue hour ambiance.

• Clean, uncluttered, modern surroundings.

Camera & Composition

• 50mm lens, f/2.2 aperture.

• Straight-on, confident camera angle.

• Full-length shot with clear urban context.

• Subject centered with balanced breathing space.

• Clean framing suitable for high-fashion editorial use.

Lighting

• Modern editorial lighting setup:
  Key light from a 45-degree angle creating dimensionality.
  Fill light maintaining facial clarity.
  Colored gel backlight (magenta or blue) to separate subject from background and enhance metallic reflections.

• Mixed color temperatures for a contemporary, high-fashion feel.

• Maintain realistic reflections and fabric physics.

Color & Finish

• Vibrant, saturated neon tones.

• High-contrast, modern fashion editorial grading.

• Slightly cool-toned background to make neon pink pop.

• Preserve metallic sheen and texture; no flattening.

Consistency & Failure Prevention (Hard Constraints)

• NO facial identity deviation.

• NO skin tone alteration.

• NO neon color wash-out; vibrancy must remain intense.

• NO loss of metallic fabric reflection or sheen.

• NO traditional or passive posing.

• NO distortion, artifacts, or hallucinated elements.

• Maintain bold, contemporary, Gen-Z–relevant fashion energy.

Output Intent

• High-fashion, editorial-grade imagery.

• Suitable for Gen-Z fashion campaigns, contemporary luxury branding, and cutting-edge digital editorials.

• Deterministic, repeatable results when generated with the same reference image.

Produce an opulent, museum-quality 8K UHD portrait in 9:16 vertical format, STRICTLY AND EXCLUSIVELY BASED ON THE UPLOADED REFERENCE IMAGE (MANDATORY).

The generated subject must be the exact same female individual from the reference image, with absolute facial identity preservation. Facial structure, proportions, bone structure, micro-features, and natural expression must remain identical to the reference image. No facial modification, no identity drift, no beautification, no smoothing, no filters, no digital enhancement.
Skin tone must be derived exclusively from the reference image and matched precisely without alteration.
Age-neutral female subject.

REFERENCE IMAGE DEPENDENCY — HARD LOCK

• The uploaded reference image is required and is the sole source of truth.

• All facial geometry, expression character, and skin texture must match the reference image exactly.

• No inferred traits, aesthetic reinterpretation, or stylistic alteration beyond what is visible in the reference.

FRAMING & COMPOSITION — LOCKED

• Vertical 9:16 aspect ratio.

• Waist-up portrait composition with a slight upward camera angle.

• Clean, symmetrical, professional framing suitable for luxury bridal presentation.

• Hands empty; no objects held.

• Natural, composed posture conveying poise and dignity.

EXPRESSION & MOOD — LOCKED

• Emotional expression: dignified elegance with a gentle, composed smile appropriate for a wedding occasion.

• Expression must remain realistic and fully consistent with the facial character of the reference image.

GARMENT — PREMIUM BANARASI BROCADE (STYLE & PATTERN LOCK)

• Kameez: rich burgundy Banarasi brocade, ankle-length Anarkali silhouette.

• Design: fitted bodice with dramatic flare from the waist.

• Neckline: high round neck with gold zari border.

• Sleeves: full length with heavy gold zari work concentrated at cuffs.

• Zari Work: dense, traditional Banarasi gold zari featuring Mughal-inspired kalga and bel motifs.

• Zari density highest on bodice, sleeves, and hem, with consistent pattern logic throughout fabric.

• Churidar: matching burgundy with refined gold zari stripe detailing.

• Dupatta: heavy Banarasi brocade in gold with burgundy minakari-style floral buti pattern throughout.
  Elaborate four-sided border 10 inches wide.
  Draped from the head, covering one shoulder, pinned at the waist in traditional bridal style.

• Fabric must retain authentic brocade depth, weight, and reflective behavior.

JEWELRY & ACCESSORIES — EXACT ONLY

• Complete gold kundan bridal set:
  Heavy kundan choker necklace.
  Long rani haar.
  Maang tikka with pearl drop.
  Jhumka earrings.
  Gold nath.
  Multiple gold bangles.
  Haath phool.

• No substitutions, omissions, or additions.

FOOTWEAR

• Gold embroidered bridal juttis.

• Traditional construction and embroidery realism.

HAIR & MAKEUP — LOCKED

• Hair: center-parted low bun adorned with mogra gajra.

• Makeup: traditional North Indian bridal style with red lips, kohl-defined eyes, and bindi.

• Skin texture must remain realistic and unretouched.

SETTING — LOCKED

• Luxury heritage hotel interior in Varanasi.

• Ornate Mughal-style carved pillars.

• Marble flooring with Persian carpet.

• Crystal chandelier providing ambient glow.

• Evening setting with refined, regal atmosphere.

CAMERA & OPTICS — LOCKED

• 70mm lens equivalent.

• Aperture: f/2.0.

• Creamy, natural bokeh with realistic depth separation.

• Accurate lens compression and perspective.

LIGHTING & COLOR — LOCKED

• Sophisticated three-point studio lighting setup:
  Key light at 45° angle highlighting gold zari shimmer.
  Soft fill light preserving facial contours and natural skin texture.
  Subtle backlight separating subject from background.

• Warm color temperature 3200K enhancing gold tones.

• No harsh highlights, no blown details.

COLOR GRADING — LOCKED

• Rich, luxurious tonal palette.

• Enhanced gold saturation without clipping or artificial glow.

• Burgundy tones remain deep and true.

QUALITY & REALISM — ENFORCED

• 8K UHD resolution.

• Museum-grade photographic realism.

• Accurate fabric physics, jewelry weight behavior, and light interaction.

• Clean, professional, luxury-grade finish.

CONSISTENCY ANCHORS — NON-NEGOTIABLE

• Identity Lock: facial features and expression must exactly match the reference image.

• Material Lock: brocade weave and zari density remain consistent.

• Style Lock: Banarasi bridal aesthetic preserved with zero stylistic mutation.

• Composition Lock: stable framing and dignified pose across generations.

FAILURE PREVENTION / NEGATIVE CONSTRAINTS

• NO facial identity drift.

• NO skin tone alteration.

• NO zari pattern hallucination or randomization.

• NO brocade texture simplification or flattening.

• NO excessive digital sharpening or artificial clarity.

• NO modern filters or cinematic effects.

• NO lighting artifacts, noise, halos, or distortions.

INTENDED USE

• Museum-quality output for luxury bridal portfolios and premium ethnic wear advertising.

Create an artistic 8K UHD, 9:16 vertical fashion photograph strictly based on the uploaded reference image.
The reference image is mandatory and authoritative for facial structure, proportions, bone structure, expression baseline, hairline, and overall identity. Exact facial match is required—no reshaping, no modification, no beautification, no filters. Skin tone must be derived precisely from the reference image only.

Subject

• Female subject from the reference image, age-neutral.

• Facial features must exactly replicate the reference image.

• Expression: artistic confidence with creative energy.

• Hands empty.

• Relaxed, expressive posture; not rigid or formal.

Outfit (Hand-Painted Fusion Suit)

• Kurta: White silk straight-cut kurta, knee-length.
  Features hand-painted abstract watercolor artwork across the entire front panel.
  Color palette: deep blues, teals, purples, and gold.
  Artwork style: modern abstract expressionism with fluid, organic movement.
  Watercolor technique with natural bleeding and blending of colors, no hard edges, no repeated patterns.
  Design must appear authentically hand-painted; no digital or graphic uniformity.
  Round neckline.
  Three-quarter sleeves with subtle paint splatters extending the artwork naturally.

• Bottom: White silk cigarette pants.
  Minimalist design.
  Subtle paint accent at one ankle only, visually continuing the kurta artwork.

• Dupatta: White organza dupatta.
  Digital print of the same artwork, rendered in a lighter, more transparent version.
  Draped asymmetrically over one shoulder.

• Ensure the garment construction remains simple so the artwork remains the hero element.

Jewelry & Accessories

• Contemporary artistic jewelry only:
  Geometric metal earrings.
  Art-inspired cuff bracelet.

• No additional accessories.

Footwear

• White minimalist leather mules.

Hair

• Artistic, casual styling:
  Messy bun or loose natural waves.

• Hairline, density, and proportions must match the reference image.

Makeup (Natural with Artistic Accent)

• Natural, clean skin.

• Subtle colored eyeliner drawn from the outfit’s palette.

• Nude lips.

• Groomed brows.

• Makeup must not alter facial structure or skin tone.

Setting

• Contemporary art gallery space.

• White walls.

• Wooden flooring.

• Abstract paintings visible in the background.

• Minimalist, modern gallery aesthetic.

• Background elements must support, not overpower, the subject.

Camera & Composition

• 50mm lens, f/2.8 aperture.

• Straight-on angle for accurate artwork visibility.

• Three-quarter length shot showing outfit and gallery context.

• Clean framing with breathing space.

Lighting

• Clean, professional gallery lighting.

• Even, diffused illumination from above.

• Subtle side light adding dimension to silk fabric.

• NO harsh shadows.

• Color temperature approximately 5500K to ensure accurate color rendition of hand-painted artwork (critical requirement).

Color & Finish

• Clean, bright color grading.

• Artwork colors must remain true-to-original with zero distortion.

• Slight desaturation of background elements to allow the outfit to stand out.

• Refined gallery-exhibition aesthetic.

• No modern filters or stylization artifacts.

Consistency & Failure Prevention (Hard Constraints)

• NO facial identity deviation.

• NO skin tone alteration.

• NO paint color distortion or hue shift.

• NO artwork simplification, repetition, or invention.

• NO loss of watercolor texture or bleeding effect.

• NO rigid or overly formal posing.

• NO visual clutter or distracting props.

• Maintain fine-art realism and craftsmanship integrity.

Output Intent

• Fine-art photography quality.

• Suitable for wearable art documentation, designer–artist collaboration portfolios, and cultural fashion editorials.

• Deterministic, repeatable results when generated with the same reference image.

Produce a trendy, Instagram-ready 8K UHD, 9:16 vertical photograph strictly based on the uploaded reference image.
The reference image is mandatory and authoritative for facial structure, proportions, bone structure, expression baseline, hairline, and overall identity. Facial identity must match exactly—no reshaping, no beautification, no filters. Skin tone must be derived precisely from the reference image only.

Subject

• Female subject from the reference image, age-neutral.

• Exact facial identity lock; zero deviation permitted.

• Expression: confident contemporary smile with approachable influencer energy.

• Hands empty.

• Natural, relaxed stance suitable for lifestyle fashion content.

Outfit (Minimalist Co-ord Pants Suit)

• All-white ensemble.

• Top: Structured cotton oversized blazer-style kurta, hip-length.
  Sharp shoulders, notch lapel collar.
  Full sleeves with neatly rolled-up cuffs.
  Minimalist design with no embroidery or prints.
  Single mother-of-pearl button closure at the waist.
  Clean tailoring with crisp edges; no fabric distortion.

• Bottom: Matching white wide-leg palazzo pants.
  High waist.
  Crisp front crease.
  Hem pooling slightly at the ankles.

• NO dupatta.

Jewelry & Accessories

• Minimalist gold jewelry only:
  Thin layered necklaces.
  Small hoop earrings.
  Stacked thin rings.
  Simple gold watch.

• No additional accessories.

Footwear

• White leather pointed-toe mules.

Hair

• Sleek, straight hair.

• Side-parted.

• Tucked neatly behind the ears.

• Hair density, length, and hairline must match the reference image.

Makeup (Clean Influencer Style)

• Fresh, natural glowing skin.

• Subtle bronze eyeshadow.

• Nude pink lips.

• Groomed, natural brows.

• Makeup must not alter facial structure or skin tone.

Setting

• Minimalist aesthetic interior.

• Plain textured beige wall as primary backdrop.

• One geometric modern furniture piece visible.

• Potted monstera plant placed in a corner.

• Natural wood flooring.

• Bright, airy morning ambiance.

• Background must remain uncluttered and calm.

Camera & Composition

• 50mm lens, f/2.0 aperture.

• Straight-on, eye-level angle.

• Full-length shot showing the complete outfit.

• Balanced framing with breathing space around the subject.

• Subject sharp; background softly blurred.

Lighting

• Bright natural diffused window light from the left creating soft wrap-around illumination.

• White reflector on the right gently filling shadows.

• High-key lighting with no harsh shadows.

• Color temperature approximately 5800K to maintain clean white fabric tones.

Color & Finish

• Bright, airy, minimalist color grading.

• Slightly desaturated look.

• Emphasis on fabric texture and tailoring over color.

• Clean, cohesive, Instagram-friendly aesthetic.

Consistency & Failure Prevention (Hard Constraints)

• NO facial identity deviation.

• NO skin tone alteration.

• NO fabric wrinkles in structured pieces.

• NO harsh shadows or color casts.

• NO over-accessorizing.

• NO busy or distracting background elements.

• NO distortion, artifacts, or hallucinated props.

• Maintain contemporary minimalism and professional polish.

Output Intent

• Professional influencer-grade content.

• Suitable for brand collaborations, lifestyle fashion marketing, and clean Instagram feed aesthetics.

• Deterministic, repeatable results when using the same reference image.

Create a glamorous 8K UHD, 9:16 vertical red carpet photograph strictly based on the uploaded reference image.
The reference image is mandatory and authoritative for facial structure, proportions, bone structure, expression baseline, and overall identity. Exact facial identity lock is required—no reshaping, no deviation, no beautification. Skin tone must be derived precisely from the reference image only, with no filters or artificial smoothing.

Subject

• Female subject from the reference image, age-neutral.

• Facial features must perfectly replicate the reference image.

• Expression: confident red carpet poise with a subtle, elegant smile.

• Hands empty.

• Professional red carpet posture; poised and composed.

Outfit (Contemporary Pakistani-Style Sharara Suit)

• Blush pink organza short peplum kurta, waist-length.

• Entire bodice covered in heavy silver zardozi embroidery with intricate paisley and floral motifs, dense and authentic.

• Neckline: deep V-cut with embroidered borders.

• Sleeves: three-quarter length with flared, heavily embroidered cuffs.

• Sharara: matching blush pink organza, fitted till the knee then dramatically flaring, 4-panel construction clearly visible.

• Heavy silver embroidery forming a border on the bottom 12 inches of the sharara only.

• Dupatta: sheer nude organza (3 meters) with scattered sequin and silver thread booti work throughout, plus elaborate embroidered borders on all sides.

• Dupatta drape: from right shoulder across the front, pinned at the left waist, creating a clean diagonal line.

Jewelry & Accessories

• Statement diamond choker necklace.

• Matching chandelier earrings.

• Cocktail rings.

• Minimal bangles to keep focus on the outfit.

• Footwear: silver strappy heels.

Hair

• Sleek high bun or elegant low bun, side-parted.

• Hair volume, density, and hairline must match the reference image.

Makeup (Editorial Glamour)

• Smokey eyes.

• Nude glossy lips.

• Subtle strobing highlighter.

• Defined brows.

• Makeup must enhance expression without altering facial structure or skin tone.

Setting

• High-profile red carpet event.

• Step-and-repeat sponsor wall backdrop.

• Velvet rope barriers visible.

• Camera flashes creating soft bokeh in the background.

• Evening event atmosphere.

Camera & Composition

• 85mm portrait lens, f/1.8 aperture.

• Slightly low-angle shot for an empowering, celebrity-style perspective.

• Mid close-up to three-quarter framing for strong facial presence.

• Clean, editorial composition.

Lighting

• Professional red carpet lighting setup.

• Multiple flash units providing even illumination with no harsh shadows.

• Subtle rim light separating subject from background.

• Daylight-balanced color temperature (5600K) for accurate fabric and embroidery color rendering.

• Zardozi embroidery must catch light naturally, creating controlled sparkle.

Color & Finish

• Polished editorial color grading.

• Enhanced blush pink tones and metallic silver highlights.

• Natural photographic realism; no filters or stylization artifacts.

Consistency & Failure Prevention (Hard Constraints)

• NO facial identity deviation.

• NO skin tone alteration.

• NO embroidery pattern simplification or loss of detail.

• NO fabric texture loss or flattening.

• NO incorrect garment proportions or panel construction.

• NO amateur or casual posing.

• NO hallucinated accessories, props, or background elements.

• Maintain luxury, professionalism, and cultural fashion authenticity.

Output Intent

• Paparazzi-level, professional red carpet imagery.

• Suitable for celebrity fashion analysis, luxury designer promotion, and high-end editorial use.

• Deterministic, repeatable results when used with the same reference image.

Create a sophisticated 8K UHD, 9:16 vertical lifestyle photograph strictly based on the uploaded reference image.
The reference image is mandatory and authoritative for facial structure, proportions, bone structure, expression baseline, hairline, and overall identity. Perfect facial match is required—no reshaping, no modification, no beautification filters. Skin tone must be derived exactly from the reference image only.

Subject

• Female subject from the reference image, age-neutral.

• Facial features must exactly replicate the reference image.

• Expression: relaxed, confident elegance with a natural smile.

• Hands empty.

• Natural, comfortable posture; no stiff or formal posing.

Outfit (Kaftan-Style Indo-Western Comfort Suit)

• Kurta: Flowing silk kaftan-style kurta in powder blue.
  Subtle abstract watercolor print in navy and white.
  Oversized, relaxed fit, hip-length.
  Wide boat neckline.
  Three-quarter kimono-style sleeves.
  Side slits for ease of movement.
  Design emphasizes comfort, fluidity, and understated sophistication.

• Bottom: Matching powder blue palazzo pants in flowing crepe.
  Comfortable hidden elastic waist.
  Wide-leg silhouette.
  Hem pooling slightly at the ankles.

• NO dupatta; modern minimalist styling only.

• Ensure no body-hugging elements; maintain a relaxed silhouette throughout.

Jewelry & Accessories

• Minimal contemporary jewelry only:
  Small gold hoop earrings.
  Thin bracelet.
  Delicate rings.

• No additional accessories.

Footwear

• Nude leather slip-on mules.

Hair

• Natural loose waves or a low ponytail.

• Casual yet elegant.

• Hairline, density, and proportions must match the reference image.

Makeup (Natural & Fresh)

• Glowing natural skin.

• Neutral eye tones.

• Nude lips.

• Groomed brows.

• NO heavy makeup, contouring, or dramatic effects.

• Makeup must not alter facial structure or skin tone.

Setting

• Contemporary luxury home interior.

• Minimalist aesthetic with:
  Large windows providing abundant natural light.
  Neutral palette (whites, beiges).
  Indoor plants.
  Modern, comfortable furniture.

• Calm, refined, lived-in sophistication; no visual clutter.

Camera & Composition

• 50mm lens, f/2.8 aperture.

• Eye-level, relaxed camera angle.

• Three-quarter length shot highlighting outfit flow and ease.

• Subject in a natural, relaxed pose; not posed or rigid.

• Clean framing with breathing space.

Lighting

• Abundant soft natural window light creating an airy, bright atmosphere.

• Minimal shadows; high-key lighting.

• Emphasis on fabric drape, movement, and print subtlety.

• Color temperature approximately 5600K to maintain clean, cool powder-blue tones.

Color & Finish

• Clean, contemporary color grading.

• Slight desaturation for a refined, sophisticated look.

• Bright, airy palette.

• Emphasis on fabric quality, texture, and print restraint.

• No modern filters or stylization effects.

Consistency & Failure Prevention (Hard Constraints)

• NO facial identity deviation.

• NO skin tone alteration.

• NO body-hugging fit or silhouette distortion.

• NO heavy accessories or over-styling.

• NO forced or unnatural posing.

• NO color casts affecting powder blue tones.

• NO texture loss in silk or crepe fabrics.

• Maintain comfort-first elegance and authenticity.

Output Intent

• Professional lifestyle photography quality.

• Suitable for comfort luxury fashion marketing, body-positive campaigns, and contemporary Indo-Western wardrobe editorials.

• Deterministic, repeatable results when generated with the same reference image.

Produce a culturally authentic 8K UHD, 9:16 photograph of the female subject from uploaded reference image wearing Bengali Tant salwar suit. CRITICAL: Facial features must exactly replicate reference image—no alterations, precise skin tone match, zero filters. Age-neutral female. Hands empty. Emotional expression: intellectual grace with thoughtful gentle smile. Outfit specifications: White handloom Tant cotton kurta (knee-length) with distinctive red border (1 inch wide) featuring traditional Bengali motifs along round neckline, elbow-length sleeve edges, and hemline. Kurta body features subtle dobby weave texture characteristic of Tant fabric. Style: simple straight-cut, celebrating handloom texture over embellishment. Bottom: white churidar with red border at ankles. Dupatta: white Tant with red par (broad border, 3 inches) on both narrow ends, draped over left shoulder. Jewelry: simple gold Bengali-style earrings (jhumko), thin red-white bangles (shakha-pola), small gold chain, red bindi. Footwear: simple brown leather sandals. Hair: center-parted, loose or low ponytail with jasmine flowers. Setting: Shantiniketan-style outdoor setting in West Bengal, red laterite soil visible, sal trees in background, terracotta sculptures or traditional Bengali alpana (rice paste art) on ground, cultural program setup visible (books, musical instruments suggesting Rabindra Sangeet gathering), late afternoon golden hour. Camera: 50mm lens, f/2.8 aperture, eye-level shot, three-quarter length composition. Lighting: warm natural sunlight from side creating soft shadows, highlighting Tant fabric's texture and weave pattern, golden hour warmth (color temp 4500K) creating nostalgic cultural ambiance. Color grading: natural warm tones with emphasis on red-white contrast, slightly desaturated for authentic handloom aesthetic. Failure prevention: NO border width inconsistency, NO fabric texture loss, NO facial identity drift, NO over-styling—maintain intellectual-cultural simplicity. Suitable for handloom heritage documentation and cultural identity fashion editorial.

Generate an opulent 8K UHD, 9:16 vertical international red carpet photograph strictly based on the uploaded reference image.
The reference image is mandatory and authoritative for facial structure, proportions, bone structure, expression baseline, and overall identity. Perfect facial identity match is required—no reshaping, no modification, no beautification. Skin tone must be derived exactly from the reference image only, with zero alteration or filters.

Subject

• Female subject from the reference image, age-neutral.

• Facial features must exactly replicate the reference image.

• Expression: international red carpet confidence with a poised, graceful smile.

• Hands empty.

• Professional, world-class red carpet posture and presence.

Outfit (Fusion Anarkali Gown Suit)

• Champagne gold fusion Anarkali gown blending Indian craftsmanship with Western couture structure.

• Bodice: Structured boned corset with a sweetheart neckline.
  Intricate hand-embroidered Indian zardozi work in gold thread.
  Authentic paisley motifs only.
  Corset extends to the natural waist with princess seaming for a Western silhouette.

• Skirt: From the waist, a voluminous floor-length Anarkali skirt with a 2-foot train.
  Constructed in layered champagne silk tulle and organza.
  Scattered 3D floral appliqué throughout, combining French lace flowers with Indian gota elements.
  Structured crinoline underlayer to achieve ball-gown volume and controlled flare.

• Sleeves: Off-shoulder cape-style sleeves in sheer embroidered tulle, falling to mid-arm.

• Dupatta: NO traditional dupatta.
  Replaced by a sheer embroidered tulle cape, attached at the shoulders and flowing behind to integrate with the train.

Jewelry & Accessories

• International red carpet styling:
  Statement diamond necklace.
  Chandelier earrings.
  Diamond bracelet.
  Cocktail rings.

• Footwear: Nude crystal-embellished heels.

Hair

• Sleek middle-parted low bun or elegant updo.

• Hairline, density, and proportions must match the reference image.

Makeup (International Red Carpet Glam)

• Dramatic eyes.

• Nude lips.

• Sculpted contour.

• Luminous highlighter.

• Makeup must enhance presence without altering facial structure or skin tone.

Setting

• Cannes Film Festival red carpet.

• Iconic stairs clearly visible.

• Mediterranean Sea in the background.

• Photographers present with visible flash activity.

• Evening golden hour transitioning into night ambiance.

Camera & Composition

• 70mm lens, f/2.8 aperture.

• Slightly low-angle shot emphasizing gown grandeur and extended train.

• Three-quarter length framing showcasing bodice, skirt volume, and cape/train flow.

• Clean, cinematic red carpet composition.

Lighting

• Professional international press photography lighting.

• Multiple synchronized flash units providing even exposure.

• Subtle rim lighting to separate subject from background.

• Zardozi embroidery, crystals, and appliqué must catch light naturally for luxe sparkle.

• Color temperature approximately 5500K for accurate champagne and gold tones.

Color & Finish

• High-end editorial color grading.

• Enhanced gold tones and controlled luminosity.

• Subtle film grain for prestige, cinematic polish.

• Realistic fabric physics and natural motion.

Consistency & Failure Prevention (Hard Constraints)

• NO facial identity drift.

• NO skin tone alteration.

• NO embroidery simplification or loss of detail.

• NO incorrect corset structure or skirt volume.

• NO train misplacement, clipping, or distortion.

• NO amateur posing or casual body language.

• NO hallucinated accessories, props, or background elements.

• Maintain international luxury, couture realism, and cross-cultural elegance.

Output Intent

• World-class, client-facing imagery.

• Suitable for global fashion media, luxury couture showcases, and cross-cultural brand campaigns.

• Deterministic, repeatable results when generated with the same reference image.

Produce a premium 8K UHD, 9:16 vertical photograph STRICTLY AND EXCLUSIVELY BASED ON THE UPLOADED REFERENCE IMAGE (MANDATORY).
The generated subject must be the exact same female individual from the reference image with absolute facial identity preservation—identical facial structure, proportions, bone structure, and natural expression. ZERO identity drift. ZERO facial modification. ZERO beautification or smoothing filters.
Skin tone must be derived exclusively from the reference image and replicated exactly—no inference, no adjustment.
Age-neutral female subject.

REFERENCE IMAGE DEPENDENCY — HARD LOCK

• The reference image is REQUIRED and must be used as the sole source of truth.

• Facial geometry, micro-features, expression, and skin texture must match the reference image pixel-faithfully.

• Do not infer, enhance, stylize, or alter any traits not explicitly visible in the reference image.

FRAMING & COMPOSITION — LOCKED

• Mid close-up to mid-shot range with clean, professional framing.

• Full outfit visible with architectural context.

• Aspect ratio LOCKED: 9:16 vertical.

• Empty hands, no props.

• Natural, relaxed posture; anatomically correct, no stiffness.

• Subject centered with balanced headroom and clean edges.

EXPRESSION & MOOD — LOCKED

• Joyful festive celebration with a bright, natural smile.

• Expression must remain realistic and identical in character to the reference image.

OUTFIT — STYLE & PATTERN LOCK (NO SUBSTITUTIONS)

• Traditional Rajasthani salwar suit ONLY.

• Kurta: vibrant red and yellow tie-dye bandhani cotton silk, traditional chunari pattern; knee-length A-line silhouette; deep V-neck; elbow-length sleeves.

• Gota Patti: gold gota patti floral motifs on neckline, sleeve borders, and hemline.

• Bottoms: matching red bandhani palazzo pants with gold gota border at hem.

• Dupatta: yellow georgette odhni with red bandhani dots and heavy four-sided gold gota border (6-inch width), draped traditionally over head and both shoulders.

• Fabric textures must be crisp, accurate, and historically correct.

JEWELRY & ACCESSORIES — EXACT MATCH ONLY

• Kundan choker necklace with matching jhumkas.

• Borla maang tikka.

• Green and red chuda bangles covering forearms.

• Gold nath (nose ring).

• Footwear: red mojari with gold embroidery.

• No additions, no removals, no substitutions.

HAIR & MAKEUP — LOCKED

• Hair: center-parted, low bun with gajra wrapped.

• Makeup: traditional Rajasthani bridal style with prominent kohl and red lips.

• Realistic skin texture only; no digital enhancement.

ENVIRONMENT — LOCKED

• Jaipur City Palace courtyard, daytime.

• Pink sandstone architecture visible.

• Intricate jali work in background.

• Peacock motif wall paintings present.

• Environment must remain authentic and period-accurate.

CAMERA & OPTICS — LOCKED

• 70mm lens equivalent.

• Aperture: f/2.5.

• Natural perspective compression.

• Accurate depth of field with sharp focus on subject’s face.

LIGHTING & COLOR — LOCKED

• Bright natural sunlight.

• Hard light emphasizing metallic gota shine and bandhani texture.

• Realistic shadows; no flat or artificial lighting.

• Color grading: warm, highly saturated Rajasthani festive palette.

• No color clipping, no hue shifts, no oversaturation artifacts.

QUALITY & REALISM — ENFORCED

• 8K UHD resolution.

• Photographic realism with real-world physics compliance.

• Clean, professional, client-facing finish.

• Correct anatomy, fabric physics, and jewelry weight behavior.

CONSISTENCY ANCHORS — HARD CONSTRAINTS

• Identity Lock: facial features and expression must exactly match the reference image.

• Style Lock: traditional Rajasthani aesthetic preserved with zero stylistic mutation.

• Composition Lock: stable framing, lens behavior, and pose consistency across generations.

FAILURE PREVENTION / NEGATIVE CONSTRAINTS

• NO facial identity drift.

• NO skin tone alteration.

• NO beautification, smoothing, or AI retouching.

• NO gota pattern hallucination.

• NO bandhani dot irregularity.

• NO posture stiffness or anatomical distortion.

• NO props, extra objects, or modern elements.

• NO lighting artifacts, halos, noise, oversharpening, or distortions.

• NO background inaccuracies or architectural errors.

INTENDED USE

• Commercial-grade output suitable for cultural tourism marketing and luxury ethnic wear portfolio.