REFERENCE-LOCKED PREMIUM IMAGE PROMPT

Use the uploaded reference image as the only source of identity. The generated output must be strictly based on this reference image with zero identity drift. Lock facial structure, bone structure, proportions, symmetry, expression, eye shape, nose, lips, jawline, and head shape exactly to the reference. Do not beautify, stylize, age, or alter facial features in any way.

Subject & Attire (style preserved, no creative changes):

Single Rajasthani man wearing a handloom ivory cotton dhoti–kurta with traditional block print motifs in indigo blue and a minimal embroidered neckline. Perfectly matching Rajasthani safa in ivory with an indigo border tied in classic Bandhej style. Traditional mojris in natural tan, precisely coordinated with the outfit. Authentic materials only with real cotton fabric behavior; visible cotton texture and block print details.

Pose & Framing:

Seated on an ornate carved wooden chair, one hand resting on the armrest, regal composure. Mid close-up to close-up framing to clearly preserve facial identity and details. Clean, balanced, professional composition.

Lighting:

Diffused natural window light from camera left, soft realistic shadows, evenly illuminated face, face-recognition-friendly lighting with no harsh contrast.

Environment:

Minimalist heritage haveli interior with an arched doorway in the background. Culturally appropriate. No people. No clutter.

Camera & Quality:

Ultra-realistic 8K UHD, cinematic photographic realism, real-world physics, perfect anatomy. Sharp focus. Professional fashion editorial quality. Sony A7R IV simulation with premium lens simulation. Style locked: raw.

Aspect Ratio:

9:16 (default; do not change unless explicitly requested).

Consistency & Reliability Anchors:

– Identity strictly locked to the uploaded reference image

– Style, lighting, color palette, and composition locked

– Predictable, repeatable results across generations

– No randomness affecting realism or facial identity

Hallucination & Failure Prevention (hard constraints):

No extra people, no crowds, no age indicators, no skin tone assumptions (derive only from the reference image), no identity drift, no facial alterations, no extra fingers, no distorted hands, no anatomy errors, no floating fabric, no blur, no glitches, no artifacts, no fantasy elements, no unintended props or background changes.

Final Output Requirement:

Photorealistic, reference-faithful, commercially reliable image suitable for professional, client-facing, or monetized use.

REFERENCE-LOCKED PREMIUM IMAGE PROMPT

Use the uploaded reference image as the only and mandatory source of identity. The generated image must be strictly derived from this reference image with zero identity drift. Lock facial structure, bone structure, proportions, symmetry, expression, eye shape, nose, lips, jawline, and head shape exactly to the reference. Do not beautify, stylize, modify, age, or reinterpret facial features in any way.

Subject & Attire (original concept preserved, style locked):
Single Rajasthani groom wearing a cream Khadi–silk blend sherwani with a matte finish dominant, featuring intricate white-on-cream Chikankari relief embroidery with visible depth and handwork precision. Paired with a white cotton dhoti draped in traditional Marwari style with voluminous, natural pleats. He wears a Kesariya (saffron) Jodhpuri safa made of cotton tissue, including a long flowing tail. Authentic materials only; emphasize Khadi texture, cotton softness, and embroidery relief without silk gloss.

Pose & Framing:
Standing in a regal, composed stance appropriate for a classic groom’s portrait. Medium-long shot that clearly shows attire structure while keeping facial identity fully legible. Clean, balanced, professional composition suitable for luxury editorial and wedding portraiture.

Lighting:
Golden-hour sunlight filtering through stone pillars, creating a soft rim light on the safa and gentle directional illumination on the face. Warm, face-recognition-friendly lighting with controlled contrast, no harsh shadows or blown highlights.

Environment:
Marble Baradari (palace pavilion) with stone pillars. Architectural heritage setting only. No people. No modern elements. No visual clutter.

Camera & Quality:
Ultra-realistic 8K UHD, cinematic photographic realism, strict real-world physics compliance, perfect anatomy. Matte luxury aesthetic with high texture fidelity. Emphasize Khadi fabric grain and Chikankari embroidery depth. Shot simulation: Phase One XF IQ4, 80mm lens, f/2.8. Sharp focus, professional high-end fashion and wedding editorial quality. Style locked: raw.

Aspect Ratio:
4:5 (locked as specified).

Consistency & Reliability Anchors:
– Facial identity strictly locked to uploaded reference image
– Texture-forward, matte luxury aesthetic locked
– Lighting, pose, lens behavior, and composition locked
– Predictable, repeatable results across generations
– No randomness affecting realism or identity

Hallucination & Failure Prevention (hard constraints):
No extra people, no crowds, no age indicators, no skin tone assumptions (derive only from reference image), no identity drift, no facial alterations, no extra fingers, no distorted hands, no anatomy errors, no floating fabric, no blur, no glitches, no artifacts, no fantasy elements, no unwanted props, no background changes.

Final Output Requirement:
Photorealistic, reference-faithful, commercially reliable groom portrait suitable for premium wedding editorials, luxury branding, and client-facing use.

REFERENCE-LOCKED PREMIUM IMAGE PROMPT

Use the uploaded reference image as the only and mandatory source of identity. The generated output must be strictly based on this reference image with zero identity drift. Lock facial structure, bone structure, proportions, symmetry, expression, eye shape, nose, lips, jawline, and head shape exactly to the reference. Do not beautify, stylize, modify, age, or reinterpret facial features in any way.

Subject & Attire (concept and style locked):
Single Rajasthani man wearing a luxurious crimson red silk dhoti–kurta with heavy gold resham embroidery in floral patterns and refined sequin detailing. Perfectly matching Rajasthani safa in crimson with a gold embroidered border, tied in ceremonial wedding style. Traditional red velvet mojris with gold zari, precisely coordinated with the outfit. Authentic materials only; real silk behavior with accurate drape, weight, visible embroidery threads, and controlled sequin shimmer.

Pose & Framing:
Standing with arms crossed confidently over the chest, proud and regal demeanor. Mid close-up to close-up framing to ensure facial identity remains clearly visible and strictly preserved. Clean, centered, professional editorial composition.

Lighting:
Dramatic split lighting with a strong key light from the side and subtle controlled fill on the shadow side, creating depth and dimensional facial sculpting while remaining face-recognition-friendly. No harsh clipping or blown highlights.

Environment:
Rich jewel-tone tapestry backdrop with visible gold threading. Luxurious, elegant aesthetic. No people. No visual distractions.

Camera & Quality:
Ultra-realistic 8K UHD, cinematic photographic realism, strict real-world physics compliance, perfect anatomy. Sharp focus. Professional fashion editorial quality. Sony A7R IV simulation with premium lens simulation. Style locked: raw.

Aspect Ratio:
9:16 (default; do not alter unless explicitly requested).

Consistency & Reliability Anchors:
– Facial identity strictly locked to the uploaded reference image
– Style, lighting, pose, color palette, and composition locked
– Predictable, repeatable output across generations
– No randomness affecting realism or identity integrity

Hallucination & Failure Prevention (hard constraints):
No extra people, no crowds, no age indicators, no skin tone assumptions (derive only from the reference image), no identity drift, no facial alterations, no extra fingers, no distorted hands, no anatomy errors, no floating fabric, no blur, no glitches, no artifacts, no fantasy elements, no unintended props or background changes.

Final Output Requirement:
Photorealistic, reference-faithful, commercially reliable image suitable for professional, client-facing, or monetized use.

REFERENCE-LOCKED PREMIUM IMAGE PROMPT

Use the uploaded reference image as the only and mandatory source of identity. The generated output must be strictly derived from this reference image with zero identity drift. Lock facial structure, bone structure, proportions, symmetry, expression, eye shape, nose, lips, jawline, and head shape exactly to the reference image. Do not beautify, stylize, modify, age, or reinterpret facial features in any way.

Subject & Attire (concept and style locked):
Single Rajasthani man wearing a rich navy blue Banarasi silk dhoti–kurta with gold peacock motif brocade weaving and traditional kinari borders. Perfectly matching Rajasthani safa in navy blue with gold peacock patterns, tied in an elaborate Jaipur style. Traditional navy and gold mojris precisely coordinated with the outfit. Authentic materials only; real Banarasi silk behavior with accurate drape, weight, visible metallic thread, and clearly defined brocade weave.

Pose & Framing:
Standing with the right hand placed confidently on the hip and the left hand holding a traditional walking stick, dignified and authoritative bearing. Mid close-up to close-up framing to maintain strict facial identity preservation while clearly showing upper-body attire and pose. Clean, professional editorial composition.

Lighting:
Classic Rembrandt lighting setup with a warm-toned key light positioned at 45 degrees, creating a defined triangular highlight under the eye. Controlled contrast, face-recognition-friendly exposure, no harsh shadows or blown highlights.

Environment:
Textured ochre wall backdrop with partially visible traditional Rajasthani mural art. Culturally authentic, elegant, and minimal. No people. No distractions.

Camera & Quality:
Ultra-realistic 8K UHD, cinematic photographic realism, strict real-world physics compliance, perfect anatomy. Sharp focus. Professional fashion editorial quality. Sony A7R IV simulation with premium lens simulation. Style locked: raw.

Aspect Ratio:
9:16 (default; do not alter unless explicitly requested).

Consistency & Reliability Anchors:
– Facial identity strictly locked to the uploaded reference image
– Style, lighting, pose, color palette, and composition locked
– Predictable, repeatable output across generations
– No randomness affecting realism or identity integrity

Hallucination & Failure Prevention (hard constraints):
No extra people, no crowds, no age indicators, no skin tone assumptions (derive only from the reference image), no identity drift, no facial alterations, no extra fingers, no distorted hands, no anatomy errors, no floating fabric, no blur, no glitches, no artifacts, no fantasy elements, no unintended props or background changes.

Final Output Requirement:
Photorealistic, reference-faithful, commercially reliable image suitable for professional, client-facing, or monetized use.

REFERENCE-LOCKED PREMIUM IMAGE PROMPT

Use the uploaded reference image as the only and mandatory source of identity. The generated output must be strictly based on this reference image with zero identity drift. Lock facial structure, bone structure, proportions, symmetry, expression, eye shape, nose, lips, jawline, and head shape exactly to the reference. Do not beautify, stylize, modify, age, or reinterpret facial features in any way.

Subject & Attire (concept and style locked):
Single Rajasthani man wearing a powder blue handloom cotton dhoti–kurta with precise white threadwork embroidery in geometric patterns and traditional collar styling. Perfectly matching Rajasthani safa in powder blue with a clean white border, tied in simple Shekhawati style. Traditional blue leather mojris precisely coordinated with the outfit. Authentic materials only; real cotton fabric behavior with accurate drape, visible cotton weave, and crisp white threadwork definition.

Pose & Framing:
Seated on a low stool with hands resting naturally on the thighs, calm and composed posture. Mid close-up to close-up framing to ensure facial identity remains clearly visible and strictly preserved. Clean, centered, professional editorial composition.

Lighting:
Even three-point lighting setup with balanced key, fill, and back lights. Professional portrait lighting with smooth tonal transitions, face-recognition-friendly exposure, no harsh shadows or blown highlights.

Environment:
Clean white textured wall with subtle architectural detailing. Minimalist, elegant setting. No people. No visual clutter.

Camera & Quality:
Ultra-realistic 8K UHD, cinematic photographic realism, strict real-world physics compliance, perfect anatomy. Sharp focus. Professional fashion editorial quality. Sony A7R IV simulation with premium lens simulation. Style locked: raw.

Aspect Ratio:
9:16 (default; do not alter unless explicitly requested).

Consistency & Reliability Anchors:
– Facial identity strictly locked to the uploaded reference image
– Style, lighting, pose, color palette, and composition locked
– Predictable, repeatable output across generations
– No randomness affecting realism or identity integrity

Hallucination & Failure Prevention (hard constraints):
No extra people, no crowds, no age indicators, no skin tone assumptions (derive only from the reference image), no identity drift, no facial alterations, no extra fingers, no distorted hands, no anatomy errors, no floating fabric, no blur, no glitches, no artifacts, no fantasy elements, no unintended props or background changes.

Final Output Requirement:
Photorealistic, reference-faithful, commercially reliable image suitable for professional, client-facing, or monetized use.

REFERENCE-LOCKED PREMIUM IMAGE PROMPT

Use the uploaded reference image as the only and mandatory source of identity. The generated output must be strictly derived from this reference image with zero identity drift. Lock facial structure, bone structure, proportions, symmetry, expression, eye shape, nose, lips, jawline, and head shape exactly to the reference. Do not beautify, stylize, modify, age, or reinterpret facial features in any way.

Subject & Attire (concept and style locked):

Single Rajasthani man wearing a pristine white handloom silk dhoti–kurta with delicate white-on-white chikankari embroidery and refined pearl button detailing. Perfectly matching Rajasthani safa in pure white with subtle silver thread accents, tied in traditional Sirohi style. Traditional white leather mojris precisely coordinated with the outfit. Authentic materials only; real silk behavior with accurate drape, weight, and clearly visible chikankari threadwork.

Pose & Framing:

Standing on marble courtyard steps with hands placed behind the back, calm and serene posture. Mid close-up to close-up framing to ensure facial identity remains clearly visible and strictly preserved. Clean, centered, professional editorial composition.

Lighting:

Bright morning sunlight with soft ambient fill. Clean, natural shadows. Even, face-recognition-friendly illumination with no harsh contrast or blown highlights.

Environment:

Traditional Rajasthani palace courtyard with carved pillars and a lotus fountain in the background. Authentic architectural heritage setting. No people. No visual clutter.

Camera & Quality:

Ultra-realistic 8K UHD, cinematic photographic realism, strict real-world physics compliance, perfect anatomy. Sharp focus. Professional fashion editorial quality. Sony A7R IV simulation with premium lens simulation. Style locked: raw.

Aspect Ratio:

9:16 (default; do not alter unless explicitly requested).

Consistency & Reliability Anchors:

– Facial identity strictly locked to the uploaded reference image

– Style, lighting, pose, color palette, and composition locked

– Predictable, repeatable output across generations

– No randomness affecting realism or identity integrity

Hallucination & Failure Prevention (hard constraints):

No extra people, no crowds, no age indicators, no skin tone assumptions (derive only from the reference image), no identity drift, no facial alterations, no extra fingers, no distorted hands, no anatomy errors, no floating fabric, no blur, no glitches, no artifacts, no fantasy elements, no unintended props or background changes.

Final Output Requirement:

Photorealistic, reference-faithful, commercially reliable image suitable for professional, client-facing, or monetized use.

REFERENCE-LOCKED PREMIUM IMAGE PROMPT

Use the uploaded reference image as the sole source of identity. The generated image must exactly match the reference face with no identity drift: identical facial structure, bone structure, proportions, symmetry, expression, eye shape, nose, lips, jawline, and head shape. Do not beautify, stylize, or alter facial features in any way.

Subject & Attire (unchanged concept, style locked):
Single Rajasthani man wearing a royal deep maroon Banarasi silk dhoti–kurta with intricate gold zari brocade work and temple border detailing, paired with a perfectly matching Rajasthani safa in maroon with gold accents tied in traditional Jodhpuri style. Traditional mojris in maroon and gold, precisely coordinated with the outfit. Authentic materials only; real silk behavior with visible weave and zari threads.

Pose & Framing:
Standing with hands clasped in a respectful namaste gesture, dignified posture. Mid close-up framing (upper body dominant) to clearly preserve facial identity and details. Clean, centered composition suitable for professional editorial use.

Lighting:
Soft golden-hour key light from 45 degrees, warm fill light, face-recognition-friendly lighting, even exposure, no harsh shadows, no blown highlights.

Environment:
Clean sandstone textured wall backdrop with subtle carved jaali patterns. Culturally appropriate. No people. No distractions.

Camera & Quality:
Ultra-realistic 8K UHD, cinematic photographic realism, real-world physics, perfect anatomy. Sharp focus. Professional fashion editorial quality. Sony A7R IV simulation, premium lens simulation. Style locked: raw.

Aspect Ratio:
9:16 (do not change unless explicitly requested).

Consistency & Reliability Anchors:
– Identity strictly locked to reference image
– Style, lighting, color palette, and composition locked
– Predictable, repeatable output across generations
– No randomness affecting realism or identity

Hallucination & Failure Prevention (hard constraints):
No extra people, no crowds, no age indicators, no skin tone assumptions (derive only from reference image), no identity drift, no facial changes, no extra fingers, no distorted hands, no floating fabric, no anatomy errors, no blur, no glitches, no artifacts, no fantasy elements, no unwanted props, no background changes.

Final Output Requirement:
Photorealistic, reference-faithful, commercially usable image suitable for professional, client-facing use.

REFERENCE-LOCKED PREMIUM IMAGE PROMPT

Use the uploaded reference image as the only and mandatory source of identity. The generated output must be strictly based on this reference image with zero identity drift. Lock facial structure, bone structure, proportions, symmetry, expression, eye shape, nose, lips, jawline, and head shape exactly to the reference. Do not beautify, stylize, modify, age, or reinterpret facial features in any way.

Subject & Attire (concept and style locked):
Single Rajasthani man wearing a burnt orange handloom cotton dhoti–kurta with traditional bandhani tie-dye patterns and mirror work embellishments. Perfectly matching Rajasthani safa in burnt orange with mirror trim, tied in festive Marwar style. Traditional mojris in coordinated orange and brown tones. Authentic materials only; real cotton fabric behavior with accurate drape, visible bandhani dots, and subtle mirror work sparkle.

Pose & Framing:
Seated cross-legged on a decorative floor cushion, hands resting naturally on the knees in a calm meditative pose. Mid close-up to close-up framing to ensure facial identity is clearly visible and strictly preserved, while maintaining a clean, balanced, professional editorial composition.

Lighting:
Soft overhead diffused lighting with a warm color temperature. Even, face-recognition-friendly illumination with gentle shadows, no harsh contrast, no blown highlights.

Environment:
Simple beige fabric backdrop with a traditional low wooden table placed beside the subject. Minimal, culturally appropriate setting. No people. No visual clutter.

Camera & Quality:
Ultra-realistic 8K UHD, cinematic photographic realism, strict real-world physics compliance, perfect anatomy. Sharp focus. Professional fashion editorial quality. Sony A7R IV simulation with premium lens simulation. Style locked: raw.

Aspect Ratio:
9:16 (default; do not alter unless explicitly requested).

Consistency & Reliability Anchors:
– Facial identity strictly locked to the uploaded reference image
– Style, lighting, pose, color palette, and composition locked
– Predictable, repeatable output across generations
– No randomness affecting realism or identity integrity

Hallucination & Failure Prevention (hard constraints):
No extra people, no crowds, no age indicators, no skin tone assumptions (derive only from the reference image), no identity drift, no facial alterations, no extra fingers, no distorted hands, no anatomy errors, no floating fabric, no blur, no glitches, no artifacts, no fantasy elements, no unintended props or background changes.

Final Output Requirement:
Photorealistic, reference-faithful, commercially reliable image suitable for professional, client-facing, or monetized use.

REFERENCE-LOCKED PREMIUM IMAGE PROMPT

Use the uploaded reference image as the only and mandatory source of identity. The generated output must be strictly based on this reference image with zero identity drift. Lock facial structure, bone structure, proportions, symmetry, expression, eye shape, nose, lips, jawline, and head shape exactly to the reference. Do not beautify, stylize, modify, age, or reinterpret facial features in any way.

Subject & Attire (concept and style locked):
Single Rajasthani man wearing a deep plum purple Banarasi silk dhoti–kurta with silver zari paisley pattern weaving and refined kundan button accents. Perfectly matching Rajasthani safa in plum with silver paisley motifs, tied in royal Mewar style. Traditional mojris in coordinated purple and silver tones. Authentic materials only; real Banarasi silk behavior with accurate drape, weight, visible paisley weave, metallic zari detailing, and natural kundan shine.

Pose & Framing:
Standing beside an ornate pillar with one shoulder leaning slightly against it, relaxed yet royal posture. Mid close-up to close-up framing to ensure facial identity remains clearly visible and strictly preserved. Clean, balanced, professional editorial composition.

Lighting:
Soft butterfly lighting from above and front, creating a subtle, controlled shadow under the nose. Flattering, face-recognition-friendly illumination with smooth tonal transitions and no harsh shadows or blown highlights.

Environment:
Carved sandstone pillar with traditional motifs, representing heritage architectural elements. Elegant, minimal, culturally authentic. No people. No distractions.

Camera & Quality:
Ultra-realistic 8K UHD, cinematic photographic realism, strict real-world physics compliance, perfect anatomy. Sharp focus. Professional fashion editorial quality. Sony A7R IV simulation with premium lens simulation. Style locked: raw.

Aspect Ratio:
9:16 (default; do not alter unless explicitly requested).

Consistency & Reliability Anchors:
– Facial identity strictly locked to the uploaded reference image
– Style, lighting, pose, color palette, and composition locked
– Predictable, repeatable output across generations
– No randomness affecting realism or identity integrity

Hallucination & Failure Prevention (hard constraints):
No extra people, no crowds, no age indicators, no skin tone assumptions (derive only from the reference image), no identity drift, no facial alterations, no extra fingers, no distorted hands, no anatomy errors, no floating fabric, no blur, no glitches, no artifacts, no fantasy elements, no unintended props or background changes.

Final Output Requirement:
Photorealistic, reference-faithful, commercially reliable image suitable for professional, client-facing, or monetized use.

REFERENCE-LOCKED PREMIUM IMAGE PROMPT

Use the uploaded reference image as the only and mandatory source of identity. The generated output must be strictly derived from this reference image with zero identity drift. Lock facial structure, bone structure, proportions, symmetry, expression, eye shape, nose, lips, jawline, and head shape exactly to the reference. Do not beautify, stylize, modify, age, or reinterpret facial features in any way.

Subject & Attire (concept and style locked):

Single Rajasthani man wearing a saffron handloom silk dhoti–kurta with temple-inspired gold thread borders and lotus motif embroidery. Perfectly matching Rajasthani safa in saffron with gold lotus patterns, tied in traditional temple style. Traditional saffron mojris precisely coordinated with the outfit. Authentic materials only; real silk behavior with accurate drape, weight, visible silk texture, and clearly defined gold threadwork.

Pose & Framing:

Standing at a temple entrance with hands held together in a prayer position, conveying spiritual reverence. Mid close-up to close-up framing to ensure facial identity is clearly visible and strictly preserved. Clean, centered, professional editorial composition.

Lighting:

Natural temple interior lighting, soft and diffused from above. Gentle, even illumination on the face, face-recognition-friendly exposure with no harsh shadows or blown highlights.

Environment:

Ancient stone temple doorway with carved pillars. Authentic spiritual heritage architecture. No people. No visual clutter.

Camera & Quality:

Ultra-realistic 8K UHD, cinematic photographic realism, strict real-world physics compliance, perfect anatomy. Sharp focus. Professional fashion editorial quality. Sony A7R IV simulation with premium lens simulation. Style locked: raw.

Aspect Ratio:

9:16 (default; do not alter unless explicitly requested).

Consistency & Reliability Anchors:

– Facial identity strictly locked to the uploaded reference image

– Style, lighting, pose, color palette, and composition locked

– Predictable, repeatable output across generations

– No randomness affecting realism or identity integrity

Hallucination & Failure Prevention (hard constraints):

No extra people, no crowds, no age indicators, no skin tone assumptions (derive only from the reference image), no identity drift, no facial alterations, no extra fingers, no distorted hands, no anatomy errors, no floating fabric, no blur, no glitches, no artifacts, no fantasy elements, no unintended props or background changes.

Final Output Requirement:

Photorealistic, reference-faithful, commercially reliable image suitable for professional, client-facing, or monetized use.

REFERENCE-LOCKED PREMIUM IMAGE PROMPT

Use the uploaded reference image as the only and mandatory source of identity. The generated output must be strictly derived from this reference image with zero identity drift. Lock facial structure, bone structure, proportions, symmetry, expression, eye shape, nose, lips, jawline, and head shape exactly to the reference image. Do not beautify, stylize, modify, age, or reinterpret facial features in any way.

Subject & Attire (style and concept locked):
Single Rajasthani man wearing a deep crimson Banarasi silk dhoti–kurta with intricate gold zari brocade weaving throughout the fabric. Perfectly matching crimson Rajasthani safa with gold borders, tied in traditional Peshawari style. Traditional mojris precisely coordinated with the outfit. Authentic materials only; real silk behavior with accurate weight, drape, and visible textile weave.

Pose & Framing:
Standing with arms crossed confidently across the chest, regal and dignified posture. Mid close-up to close-up framing to ensure clear facial visibility and identity preservation. Clean, centered, professional editorial composition.

Lighting:
Soft golden-hour diffused lighting from a 45-degree angle. Face-recognition-friendly illumination with smooth tonal transitions, no harsh shadows, no blown highlights.

Environment:
Clean, minimal sandstone heritage wall backdrop. Culturally appropriate. No people. No background distractions.

Camera & Quality:
Ultra-realistic 8K UHD, cinematic photographic realism, strict real-world physics compliance, perfect anatomy. Sharp focus. Professional fashion editorial quality. Sony A7R IV simulation with premium lens simulation. Style locked: raw.

Aspect Ratio:
9:16 (default; do not alter unless explicitly requested).

Consistency & Reliability Anchors:
– Facial identity strictly locked to uploaded reference image
– Style, lighting, pose, color palette, and composition locked
– Predictable, repeatable results across generations
– No randomness affecting realism or identity integrity

Hallucination & Failure Prevention (hard constraints):
No extra people, no crowds, no age indicators, no skin tone assumptions (derive only from reference image), no identity drift, no facial alterations, no extra fingers, no distorted hands, no anatomy errors, no floating fabric, no blur, no glitches, no artifacts, no fantasy elements, no unintended props or background changes.

Final Output Requirement:
Photorealistic, reference-faithful, commercially reliable image suitable for professional, client-facing, or monetized use.

REFERENCE-LOCKED PREMIUM IMAGE PROMPT

Use the uploaded reference image as the only and mandatory source of identity. The generated output must be strictly based on this reference image with zero identity drift. Lock facial structure, bone structure, proportions, symmetry, expression, eye shape, nose, lips, jawline, and head shape exactly to the reference image. Do not beautify, stylize, modify, age, or reinterpret facial features in any way.

Subject & Attire (concept and style locked):

Single Rajasthani man wearing a deep emerald green silk dhoti–kurta with silver gota patti embroidery along the borders and button line. Perfectly matching emerald green Rajasthani safa with silver trim, tied in royal Udaipur pagdi style. Traditional green velvet mojris precisely coordinated with the outfit. Authentic materials only; real silk behavior with accurate drape, weight, visible silk sheen, and clearly defined gota patti embroidery.

Pose & Framing:

Standing in a three-quarter turn with one hand adjusting the safa, confident and composed stance. Mid close-up to close-up framing to ensure facial details remain clearly visible and identity preservation is absolute. Clean, centered, professional editorial composition.

Lighting:

Studio beauty lighting with a large softbox from the front for even facial illumination, complemented by a subtle rim light from behind for gentle separation and flattering facial definition. Face-recognition-friendly exposure with no harsh shadows or blown highlights.

Environment:

Solid deep burgundy velvet backdrop. Elegant, minimal, distraction-free. No people.

Camera & Quality:

Ultra-realistic 8K UHD, cinematic photographic realism, strict real-world physics compliance, perfect anatomy. Sharp focus. Professional fashion editorial quality. Sony A7R IV simulation with premium lens simulation. Style locked: raw.

Aspect Ratio:

9:16 (default; do not alter unless explicitly requested).

Consistency & Reliability Anchors:

– Facial identity strictly locked to the uploaded reference image

– Style, lighting, pose, color palette, and composition locked

– Predictable, repeatable output across generations

– No randomness affecting realism or identity integrity

Hallucination & Failure Prevention (hard constraints):

No extra people, no crowds, no age indicators, no skin tone assumptions (derive only from the reference image), no identity drift, no facial alterations, no extra fingers, no distorted hands, no anatomy errors, no floating fabric, no blur, no glitches, no artifacts, no fantasy elements, no unintended props or background changes.

Final Output Requirement:

Photorealistic, reference-faithful, commercially reliable image suitable for professional, client-facing, or monetized use.

REFERENCE-LOCKED PREMIUM IMAGE PROMPT

Use the uploaded reference image as the only and mandatory source of identity. The generated output must be strictly based on this reference image with zero identity drift. Lock facial structure, bone structure, proportions, symmetry, expression, eye shape, nose, lips, jawline, and head shape exactly to the reference. Do not beautify, stylize, modify, age, or reinterpret facial features in any way.

Subject & Attire (concept and style locked):
Single Rajasthani man wearing a rich chocolate brown silk dhoti–kurta with copper zari embroidery in refined vine patterns and antique-finish buttons. Perfectly matching Rajasthani safa in chocolate brown with copper trim, tied in traditional Bikaner style. Traditional brown leather mojris with copper accents, precisely coordinated with the outfit. Authentic materials only; real silk behavior with accurate drape, weight, visible silk sheen, and clearly defined copper zari detailing.

Pose & Framing:
Standing with weight shifted onto one leg, one hand casually adjusting the kurta hem, conveying natural elegance and ease. Mid close-up to close-up framing to ensure facial identity remains clearly visible and strictly preserved. Clean, balanced, professional editorial composition.

Lighting:
Warm golden studio lighting from a 60-degree angle with soft shadow transitions. Even, face-recognition-friendly illumination that enhances depth without harsh shadows or blown highlights.

Environment:
Warm terracotta-colored backdrop with minimal texture. Earthy, sophisticated, distraction-free setting. No people.

Camera & Quality:
Ultra-realistic 8K UHD, cinematic photographic realism, strict real-world physics compliance, perfect anatomy. Sharp focus. Professional fashion editorial quality. Sony A7R IV simulation with premium lens simulation. Style locked: raw.

Aspect Ratio:
9:16 (default; do not alter unless explicitly requested).

Consistency & Reliability Anchors:
– Facial identity strictly locked to the uploaded reference image
– Style, lighting, pose, color palette, and composition locked
– Predictable, repeatable output across generations
– No randomness affecting realism or identity integrity

Hallucination & Failure Prevention (hard constraints):
No extra people, no crowds, no age indicators, no skin tone assumptions (derive only from the reference image), no identity drift, no facial alterations, no extra fingers, no distorted hands, no anatomy errors, no floating fabric, no blur, no glitches, no artifacts, no fantasy elements, no unintended props or background changes.

Final Output Requirement:
Photorealistic, reference-faithful, commercially reliable image suitable for professional, client-facing, or monetized use.

REFERENCE-LOCKED PREMIUM IMAGE PROMPT

Use the uploaded reference image as the only and mandatory source of identity. The generated output must be strictly based on this reference image with zero identity drift. Lock facial structure, bone structure, proportions, symmetry, expression, eye shape, nose, lips, jawline, and head shape exactly to the reference. Do not beautify, stylize, modify, age, or reinterpret facial features in any way.

Subject & Attire (concept and style locked):
Single Rajasthani man wearing a festive pink handloom silk dhoti–kurta with silver gota patti work arranged in diagonal stripes and refined mirror embellishments. Perfectly matching Rajasthani safa in pink with silver diagonal patterning, tied in celebratory Nagaur style. Traditional pink velvet mojris precisely coordinated with the outfit. Authentic materials only; real silk behavior with accurate drape, weight, visible gota patti craftsmanship, and controlled mirror shine.

Pose & Framing:
Standing in a palace corridor with one hand placed on a carved wooden door in a welcoming gesture. Confident yet warm posture. Mid close-up to close-up framing to ensure facial identity is clearly visible and strictly preserved. Clean, professional editorial composition.

Lighting:
Natural corridor lighting with soft, indirect sunlight filtering from windows. Warm ambient illumination, smooth shadow transitions, face-recognition-friendly exposure with no harsh contrast or blown highlights.

Environment:
Traditional haveli corridor featuring arched windows and geometric patterned floor tiles. Culturally authentic heritage setting. No people. No visual clutter.

Camera & Quality:
Ultra-realistic 8K UHD, cinematic photographic realism, strict real-world physics compliance, perfect anatomy. Sharp focus. Professional fashion editorial quality. Sony A7R IV simulation with premium lens simulation. Style locked: raw.

Aspect Ratio:
9:16 (default; do not alter unless explicitly requested).

Consistency & Reliability Anchors:
– Facial identity strictly locked to the uploaded reference image
– Style, lighting, pose, color palette, and composition locked
– Predictable, repeatable output across generations
– No randomness affecting realism or identity integrity

Hallucination & Failure Prevention (hard constraints):
No extra people, no crowds, no age indicators, no skin tone assumptions (derive only from the reference image), no identity drift, no facial alterations, no extra fingers, no distorted hands, no anatomy errors, no floating fabric, no blur, no glitches, no artifacts, no fantasy elements, no unintended props or background changes.

Final Output Requirement:
Photorealistic, reference-faithful, commercially reliable image suitable for professional, client-facing, or monetized use.