Virtual Fashion Model Outfit Try-On Prompt

Create a photoreal 2x2 step-by-step beauty transformation grid featuring one young adult woman across four panels with very strong identity consistency. The sequence must read clearly as one continuous at-home hair dye process. Keep the woman visually identical in all panels: same facial structure, same skin tone, same age, same proportions, and same natural beauty direction. Prioritize realism, continuity, and clean anatomy over dramatic complexity. Keep poses simple, believable, and easy to read. Hair transformation must progress logically from dye application to wet post-wash hair, then slightly damp drying stage, then final styled result. The final hair color must be a rich deep auburn-red or dark copper-red with glossy dimensional depth, elegant and luxurious, never bright orange or ginger. Output as 2x2 grid with thin gutter, no outer border, maximum identity lock between panels. Render in premium beauty editorial realism with ultra editorial crisp sharpness, minimal grain, soft rich natural dynamic range, warm luxury beauty color grade. Close beauty portrait or medium-close portrait framing in every panel using 85mm premium portrait lens, sharp on face and hair texture, soft luxurious depth of field with strong facial detail retention. Professional beauty lighting with realistic home ambience, soft controlled flattering light, dimensional but natural, elegant highlights on hair, accurate skin rendering, realistic skin texture no plastic effect. Panel 1: hair dye application step at home, near a mirror or vanity, hair neatly sectioned, visible dye cream applied on front and side sections, one hand applying dye and other stabilizing the hair, simple white T-shirt or white blouse with small natural dye stains, easy readable pose, clean mirror presence without complex reflection distortion. Panel 2: immediately after washing, hair fully wet, darker and more saturated, slick texture, same woman, same white top still visible, calm front or three-quarter angle, no towel wrapping, no chaotic splashes. Panel 3: drying stage, hair slightly damp and softer, deep auburn-red tone becoming clearer, relaxed home beauty moment, simple pose, gentle natural volume beginning to appear. Panel 4: final result, smooth voluminous blow-dried deep auburn-red hair with polished shine and rich dimensional color, wearing green satin halter top tied at the neck and blue jeans, confident fresh expression, premium beauty campaign finish. The exact same woman must appear in every panel with clear identity. Hair color and texture must evolve logically from one panel to next. Beauty direction remains natural and consistent, only hair texture and final outfit change according to the story. All arms, hands, shoulders, neck and mirror interactions must remain physically realistic. Avoid: different woman in each panel, identity drift, different face shape, different age, salon setting, bright orange ginger hair, neon red hair, cartoon, plastic skin, blurry face, bad anatomy, extra fingers, missing fingers, deformed hands, broken wrists, awkward shoulders, impossible arm position, confusing mirror reflection, duplicate reflection, messy unrealistic dye splatter, chaotic composition, cheap lighting, low detail, text, logo, watermark.

Generate an image of the person from the uploaded reference image, keeping the face and hairstyle exactly the same as in the uploaded image. Dress the person in the clothing from the uploaded clothing image, preserving the style, color, and details of the garment. Pose the person in a cute and natural pose, looking towards the camera. Realistic photo style, natural lighting, high resolution. The background is optional, either neutral or a {argument name="background_location_en" default="Tokyo street"} setting.

Replace the person's clothing in the input image with the target clothing shown in the reference image. Keep the person's pose, facial expression, background, and overall realism unchanged. Make the new outfit look natural, well-fitted, and consistent with lighting and shadows. Do not alter the person's identity or the environment — only change the clothes.

{ "task": "image_generation", "model_style": "ultra_realistic_photography", "resolution": "8K", "aspect_ratio": "3:4", "identity_constraints": { "face_match": "100% same as reference image", "body_proportions": "unchanged", "no_facial_modification": true, "no_body_modification": true }, "subject": { "type": "woman", "shot_type": "close-up portrait", "pose": "standing beside a window, leaning slightly backward with a relaxed posture", "expression": "soft, calm, emotionally warm", "gaze": "natural, slightly off-camera" }, "clothing": { "dress": "exact same dress from the provided second reference image", "fit": "identical fit, fabric, color, and texture as reference", "alterations": "none" }, "environment": { "location": "indoor, beside a large sunlit window", "background": "minimal and softly blurred, cozy interior feel", "lighting": { "type": "natural daylight", "direction": "side-lit through the window", "quality": "warm, soft, diffused", "shadows": "gentle, realistic soft shadows" } }, "mood_and_style": { "mood": "cozy, intimate, emotional warmth", "style": "high-end editorial realism", "color_tones": "warm neutrals, natural skin tones", "dynamic_range": "high", "depth_of_field": "shallow, professional portrait blur" }, "camera": { "lens": "85mm portrait lens", "aperture": "f/1.8", "focus": "sharp facial details with natural skin texture", "noise": "none", "clarity": "extremely high" }, "quality_controls": { "photorealism": "maximum", "skin_texture": "natural, detailed, no over-smoothing", "lighting_realism": true, "no_artifacts": true, "no_text": true, "no_watermark": true } }

Keep my exact face, pose, body, and environment from my original photo. Change ONLY the clothing and accessories so they match the dress and accessories from the second reference image with full accuracy. Do not alter my hairstyle, makeup, body proportions, camera angle, or

reference image + is wearing a coordinated three-piece {argument name="outfit inspiration" default="ditto(pokemon)"}-inspired ensemble. Change the background to one that matches the subject. Pale skin, same expression and makeup as in the reference image

Take the clothing from the reference and change my clothing to match it

- { "image_generation_prompt": { "goal": "Ultra-realistic smartphone mirror selfie of a female fashion store owner showcasing her outfit, indistinguishable from a real Instagram post.", "identity_consistency": { "priority": "critical", "reference": "Use uploaded image as absolute truth", "match": [ "face (100% identical)", "body type & proportions", "skin tone & texture (pores, imperfections)", "hair (color, density, natural strands)" ], "rules": [ "No stylization or modification", "Same person, not a generic model" ] }, "outfit_accuracy": { "priority": "extreme", "reference_required": true, "match": [ "fabric, folds, stitching, fit", "wrinkles, tension", "colors (exact)", "layering & proportions" ], "behavior": "Natural wear with realistic gravity and body interaction", "rules": [ "Do not redesign, simplify, or improve", "Exact recreation (virtual fitting)" ] }, "environment": { "type": "realistic boutique store", "elements": ["mirrors", "clothing racks", "decor"], "lighting": "soft, slightly warm retail lighting", "depth": "realistic spatial depth" }, "scene": { "action": [ "holding smartphone", "taking mirror selfie", "looking at phone screen" ], "pose": "natural, relaxed, confident, slight hip shift", "energy": "fashion entrepreneur" }, "camera": { "type": "smartphone", "aspect_ratio": "5:7 vertical", "framing": "mid to full body", "features": [ "slight perspective distortion", "accurate mirror alignment" ] }, "lighting_realism": { "style": "natural store lighting, soft shadows, warm tone", "restrictions": ["no studio lighting", "no over-lighting"], "skin": "visible pores, micro-imperfections, subtle shine, no airbrushing" }, "realism_details": { "clothing": "visible texture, natural folds & pressure", "mirror": "accurate reflections (phone, arms, depth)", "hands": "anatomically correct, natural grip", "imperfections": [ "slight noise", "minor lighting inconsistencies", "depth falloff" ] }, "visual_style": { "aesthetic": "instagram fashion", "color": "natural grading, no HDR", "avoid": [ "CGI look", "over-sharpening", "artificial smoothness" ] }, "final_expectation": "Feels like a real boutique owner casually posting a mirror selfie in her store."

{ "character_reference": { "source": "reference character image", "identity_transfer": true, "preserve": [ "face", "hair", "eye shape", "skin tone", "facial proportions", "character identity" ], "replace_original_subject": true }, "character_identity": { "description": "use the character from the provided reference image", "gender_presentation": "match reference", "age": "adult (21+ if human)", "body_type": "match reference character physique", "skin_tone": "match reference", "expression": "neutral, confident, subtle allure" }, "hair": { "source": "reference image", "preserve_original_hair": true }, "head_accessories": { "primary_accessory": "large red cowboy hat", "placement": "tilted slightly backward", "visibility": "partially cropped by frame" }, "mood": { "overall": "playful cosplay glamour", "energy": "confident, teasing, stylish", "atmosphere": "casual indoor flash photography" }, "gaze": { "direction": "toward camera over shoulder", "eye_contact": "partial", "emotion": "calm, self-assured" }, "outfit": { "theme": "anime-inspired cowgirl cosplay", "top": { "type": "strapless bandeau top", "colors": ["white", "yellow"], "fit": "tight fitted" }, "arm_bands": { "color": "yellow", "details": "red decorative rope motifs", "position": "upper arms" }, "bottom": { "type": "high-waisted denim shorts", "wash": "medium blue denim", "cut": "very high-cut cheeky design" }, "chaps": { "type": "white cowgirl chaps", "style": "open-back design", "details": "black cow-print accents near lower legs" } }, "props": { "right_hand": "stemmed wine glass", "liquid": "light-colored beverage", "visibility": "partially visible" }, "pose": { "body_orientation": "back facing camera", "torso_rotation": "upper body twisted toward camera", "shoulders": "slightly angled", "hip_position": "hips turned away from viewer", "arms": "one arm bent holding glass, other arm relaxed", "weight_distribution": "resting on one leg", "vibe": "over-the-shoulder fashion pose" }, "composition": { "crop": "mid-thigh to head", "framing": "vertical portrait", "subject_position": "centered", "focus": "subject dominates frame" }, "camera": { "angle": "rear three-quarter angle", "height": "waist-level camera position", "lens": "50mm equivalent", "distance": "medium shot", "perspective": "slight upward emphasis from hip level" }, "lighting": { "type": "direct on-camera flash", "quality": "hard light", "shadow_style": "sharp shadows on wall", "contrast": "high contrast", "highlights": "bright skin highlights", "look": "2000s disposable-camera aesthetic" }, "background": { "environment": "minimal indoor room", "wall": "plain off-white wall", "decor": "almost none", "depth": "shallow visual complexity" }, "image_style": { "genre": "fashion cosplay photography", "aesthetic": "candid flash snapshot", "color_grading": "natural colors, slightly warm", "texture": "subtle film grain", "realism": "photorealistic", "detail_level": "high detail" }, "reference_usage": { "use_reference_face": true, "use_reference_hair": true, "use_reference_identity": true, "copy_pose_from_prompt": true, "copy_outfit_from_prompt": true, "copy_lighting_from_prompt": true, "copy_camera_from_prompt": true, "copy_composition_from_prompt": true }, "quality_tags": [ "photorealistic", "ultra detailed", "sharp focus", "high texture detail", "flash photography", "fashion editorial", "cosplay", "realistic skin texture", "natural imperfections", "35mm film grain" ], "negative_prompt": [ "blurry", "low resolution", "extra limbs", "extra fingers", "deformed anatomy", "bad proportions", "crossed eyes", "duplicate body parts", "oversaturated colors", "overprocessed skin", "cartoon style", "cgi look", "watermark", "text", "logo", "cropped hands", "motion blur"

Subject: A woman with the face, hair color, eye color, facial features, proportions, and overall identity matching the reference image. Preserve identity consistency and recognizable appearance. Outfit: Elegant white lace corset featuring intricate floral embroidery and semi-sheer side panels, paired with a structured black layered leather mini skirt, black lace-up pointed-toe stiletto heels extending to the knees with crisscross straps, crystal choker necklace, subtle matching earrings. Hairstyle: Long hair styled in soft loose waves with a center part, smooth and glossy, naturally framing the face. Expression: Intense, confident expression with direct eye contact, relaxed lips, subtle editorial attitude, mysterious and captivating presence. Pose: Sitting gracefully on the studio floor with one leg folded beneath the body while the other leg is lifted vertically toward the camera, showcasing the lace-up stiletto heel. Upper body supported by one arm placed naturally behind, torso slightly twisted toward the camera, creating an elegant high-fashion silhouette. Action: Holding the raised heel delicately with one hand while maintaining confident eye contact with the camera, creating a dynamic editorial pose. Hand Details: One hand gently holding the heel strap, the opposite hand resting naturally on the floor to support the pose. Interaction: Naturally interacting with the studio floor while maintaining a relaxed yet powerful fashion pose. Environment: Professional indoor photography studio with a clean minimalist setup. Background: Smooth deep navy-to-blue gradient backdrop with a seamless studio floor, uncluttered environment that keeps full attention on the subject. Lighting: Professional softbox lighting with subtle rim lighting, creating natural skin tones, soft shadows, realistic highlights, and dimensional depth while maintaining an authentic studio atmosphere. Atmosphere: Sophisticated, bold, elegant, luxurious, and high-fashion. Camera Framing: Full-body shot. Camera Angle: Slightly low eye-level perspective, emphasizing the dynamic leg pose while maintaining natural body proportions. Subject Position: Center frame. Depth of Field: Sharp focus across the subject with a softly blended studio background, realistic lens depth separation. Photography Style: Professional fashion campaign photography, candid editorial capture, realistic textures, authentic skin detail, natural fabric behavior, genuine photographic appearance. Capture Device: Professional full-frame mirrorless camera with an 85mm portrait lens, natural optical depth of field, realistic lens compression, true-to-life color science, premium commercial photography quality. Photo Authenticity: Appears as a genuine luxury fashion studio photoshoot. Natural skin texture, realistic fabric folds, believable body proportions, accurate perspective, authentic lighting interaction, subtle imperfections, avoid CGI appearance, avoid overly smooth rendering. Visual Aesthetic: Luxury fashion editorial, premium designer campaign, modern haute couture photography, magazine-cover aesthetic. Watermark: Include a professionally designed "glenajenner" watermark naturally integrated into the studio environment as a subtle illuminated logo projected onto the background wall or floor, matching the lighting, perspective, and composition while remaining elegant and clearly readable. Final Quality: Ultra-realistic photography, highly detailed, authentic studio lighting, realistic skin texture, premium fashion styling, true-to-life depth, professional composition, commercial campaign quality, visually convincing real-world image.

Prompt: I am standing confidently on a quiet European city street with my exact face and identity preserved with pixel-perfect accuracy. The atmosphere is elegant, timeless, and cinematic, inspired by luxury fashion editorials. I am standing in a relaxed, masculine pose with my torso turned slightly about 20 degrees to the left. My shoulders are broad but relaxed, creating a natural, confident posture. My left arm is bent with my left hand resting firmly on my left hip, fingers naturally curved and the elbow pointing outward. My right arm is positioned behind my lower back with the hand resting casually behind my waist, creating an asymmetrical, effortless pose. My chest is open, posture upright, and my weight is shifted mostly onto one leg while the other leg remains relaxed. My head is turned approximately 45 degrees toward the left side of the frame as I look confidently into the distance. rather than at the camera. My facial expression is calm, composed, and… 1 am wearing high-waisted black tailored trousers with a clean front, soft pleats, and a relaxed straight-leg silhouette. A classic black leather belt with a polished silver rectangular buckle is visible around my waist. The monochromatic combination of black trousers and the ivory knit polo creates a timeless old-money fashion aesthetic. I am wearing classic black rectangular sunglasses with dark lenses and a refined minimalist frame. I am not wearing necklaces, bracelets, rings, hats, or additional accessories. The background features an elegant European street with historic stone buildings, large windows, architectural details, street signs, and industrial metal structures softly fading into the distance. Everything behind… d me remains naturally blurred with realistic depth of field while preserving the recognizable urban atmosphere. The image has a luxurious editorial feel with clean composition and timeless architecture. Lighting is soft natural daylight with gentle diffused contrast, producing flattering shadows across my face and clothing. The overall mood is sophisticated, relaxed, and cinematic. Camera angle: eye-level, vertical composition (4:5). Lens: 85mm portrait lens. Medium portrait framing from approximately mid-thigh upward. Very shallow depth of field with smooth background bokeh. Ultra-realistic luxury fashion editorial photography, RAW image, natural skin texture, highly detailed knit fabric, photorealistic lighting, premium magazine aesthetic, no HDR, no excessive sharpening, no color grading, natural contrast, ultra-detailed, realistic proportions.

{ "prompt_type": "Cinematic Flash Photography Portrait (Reference Character)", "style": [ "hyper-realistic", "flash photography aesthetic", "vogue night editorial", "high contrast", "sharp details" ], "subject": { "identity": "Use the same woman from the provided reference image", "consistency": [ "maintain identical facial structure", "preserve skin tone and complexion", "match eye shape, nose, lips, and facial proportions", "retain hair color, texture, and length from reference" ], "age": "young adult (as inferred from reference image)", "pose": "seated relaxed on a dark leather sofa, leaning back slightly, legs crossed elegantly, direct confident eye contact", "expression": "magnetic, unbothered, slightly parted lips, 'cool girl' aesthetic", "hair_accessories": "hair styled in messy chic waves, slightly windswept look" }, "outfit": { "top": "{argument name=\"top material\" default=\"black satin\"} structured bodice with deep v-neckline and lace trim detailing", "bottom": "matching black micro-skirt with small side slit", "accessories": [ "black translucent tights (20 denier)", "layered silver chokers", "oversized blazer draped loosely off the shoulders (exposing the bodice)" ], "fit_guidance": "clothing should be form-fitting and emphasize the silhouette" }, "environment": { "location": "backstage VIP room or dark luxury lounge", "background": "dark textured walls, velvet curtains, subtle reflection of neon sign ({argument name="neon color" default="red or pink"}) in background blur", "lighting": "direct camera flash style (paparaazi style) highlighting the subject against a dark background, creating a high-contrast moody look" }, "camera": { "shot_type": "medium-full shot", "angle": "eye-level", "lens": "35mm wide aperture", "focus": "sharp focus on subject, slight vignette at edges" }, "color_palette": [ "jet black", "silver", "fleshtone", "deep crimson (background accent)" ], "mood": "edgy, confident, rebellious, glamorous", "quality_tags": [ "photorealistic", "detailed fabric texture", "nightlife photography", "fashion statement", "identity-accurate reference rendering" ], "reference_image_instructions": [ "do not alter facial identity", "focus on realism", "maintain character likeness strictly" ] }