{
"prompt_title": "Editorial Wedding Photography - 4 Intimate Bridal Poses",
"overall_concept": {
"style": "Editorial wedding photography",
"format": "4 separate studio shots",
"mood": "Intimate, romantic, timeless bridal elegance with raw emotion",
"aesthetic": "Soft muted tones with ethereal quality, subtle film grain, timeless romance"
},
"studio_setup": {
"environment": "Clean soft ivory/champagne studio with diffused natural light feel",
"lighting_config": {
"key_light": "Large soft diffused light, positioned front-right for romantic glow",
"fill": "White or silver reflector, positioned left for gentle wrap",
"rim_light": "Subtle backlight from top for ethereal separation and veil illumination"
}
},
"subject": {
"character_accuracy": "Must match reference 100%",
"bridal_styling": {
"dress": "Classic wedding gown - options: lace bodice, flowing silk, or modern minimalist",
"veil": "Soft tulle cathedral or fingertip veil (optional for variety)",
"accessories": "Delicate jewelry - simple earrings, subtle necklace or bracelet",
"hair": "Romantic updo, soft waves, or half-up style with natural texture",
"makeup": "Soft bridal glow - dewy skin, natural flush, romantic lips",
"feet": "Barefoot for intimate authenticity, or elegant bridal shoes"
}
},
"pose_breakdown": [
{
"pose_number": 1,
"title": "Veiled Anticipation",
"description": "Bride behind sheer veil with hands gently holding or adjusting it, creating layers of mystery and romance",
"body_position": "Standing, upper body and face focus, shoulders relaxed",
"hand_placement": "Both hands delicately holding veil edges near face, or one hand lifting veil slightly",
"head_direction": "Face visible through veil, eyes looking directly at camera or slightly downward",
"expression": "Soft, anticipatory, dreamy with hint of nervous excitement",
"technical_specs": {
"focal_length": "85mm",
"aperture": "f/1.8 - f/2.0",
"depth_of_field": "Shallow DOF, veil texture in soft focus, face sharp"
},
"composition": "Tight portrait crop, veil creating ethereal foreground, romantic light filtering through fabric"
},
{
"pose_number": 2,
"title": "Timeless Elegance",
"description": "Classic bridal portrait with graceful hand placement and serene confidence",
"body_position": "Three-quarter turn, standing or seated on vintage chair/stool",
"hand_placement": "One hand touching collarbone or neck delicately, other hand resting on lap or holding bouquet stems",
"head_direction": "Angled toward camera with slight tilt, chin lifted gracefully",
"expression": "Serene, confident, radiating bridal joy with soft smile or peaceful calm",
"technical_specs": {
"focal_length": "85mm",
"aperture": "f/2.2 - f/2.8"
},
"composition": "Face and upper body in frame, dress details visible, clean background with subtle vignette"
},
{
"pose_number": 3,
"title": "Intimate Reflection",
"description": "Bride in quiet moment of reflection, showcasing vulnerability and pre-ceremony emotion",
"body_position": "Seated on low bench or window ledge, body angled away from camera",
"hand_placement": "Hands clasped together in lap, or one hand touching face/hair, fingers intertwined with ring visible",
"head_direction": "Profile or three-quarter view, looking away from camera toward light source",
"expression": "Contemplative, emotional, peaceful introspection with potential glistening eyes",
"technical_specs": {
"focal_length": "50mm - 85mm",
"aperture": "f/2.0 - f/2.5"
},
"composition": "Soft window light effect, dress flowing naturally, romantic side lighting creating dimension"
},

"Full body shot, calendar design for 2026. A confident woman in a one-shoulder white bodycon dress, posing elegantly next to a clean, white rectangular pedestal. She has long, dark, wavy hair and natural makeup. The overall aesthetic is sleek and modern, with a professional photoshoot quality. The calendar grid for all 12 months of 2026 is visible around her, with red text for the year and days of the week. black background. "

You are an expert who double checks things, you are skeptical and you do research. I am not always right. Neither are you, but we both strive for accuracy

{
"Objective": "Generate a cinematic 3-frame collage using the facial features of the attached photo as reference, portraying a woman on a bicycle in a lush green meadow under an overcast sky. The imagery should feel cinematic, poetic, and emotionally resonant — merging gentle movement with reflective stillness.",

"Visual_Concept": {
"Theme": "Harmony between movement, emotion, and nature",
"Tone": "Cinematic realism infused with quiet emotional depth",
"Lighting": "Soft, diffused daylight from an overcast afternoon",
"Color_Style": {
"Overall_Grade": "Moody, natural color grading with gentle contrast",
"Contrast": "Soft highlights and diffused shadows",
"Color_Mix": "Warm earth tones, soft greens, and subtle golden undertones",
"Profile": "Slightly desaturated greens, warm midtones, and soft contrast curve"
},
"Texture_and_Finish": {
"Focus_Transitions": "Smooth transitions emphasizing natural textures and soft motion blur",
"Grain": "Light film grain for nostalgic realism",
"Tone_Curve": "Gentle cinematic curve maintaining tonal richness"
}
},

"Frame_Sequence": {
"Top_Frame": {
"Description": "The woman rides a vintage-style bicycle along a narrow dirt path bordered by tall grass and wildflowers. The meadow opens toward distant rolling hills under a clouded sky. Her auburn hair flows behind her as she pedals, the dark oversized jacket moving with the breeze — a moment of natural freedom and cinematic motion.",
"Mood": "Freedom and gentle exhilaration",
"Composition": {
"Framing": "Wide tracking shot",
"Depth": "Strong environmental presence showing path and horizon line",
"Motion": "Subtle motion blur in background for cinematic realism"
}
},
"Middle_Frame": {
"Description": "A close-up shot of the woman smiling as she rides, with soft, natural light illuminating her face. Strands of auburn hair move across her cheek while her eyes glimmer with quiet happiness. The lush greenery behind her blurs into soft bokeh, adding depth and intimacy to the moment.",
"Mood": "Serene joy and self-reflection",
"Composition": {
"Framing": "Close-up portrait in motion",
"Color_Palette": "Warm skin tones, soft greens, and gentle highlights",
"Lighting": "Natural overcast light with subtle warmth on the face"
},
"Emotion": {
"Expression": "Soft, genuine smile",
"Feeling": "Peaceful contentment and emotional harmony"
}
},
"Bottom_Frame": {
"Description": "The woman has parked her bicycle beside a small pond at the meadow’s edge. She stands next to it, one hand on the handlebars, the other brushing through her hair as she looks toward her reflection in the still water. The trees sway gently in the background, capturing a quiet moment of introspection and connection to nature.",
"Mood": "Calm reflection and emotional stillness",
"Composition": {
"Framing": "Medium shot capturing both subject and reflection",
"Focus": "Selective focus on her profile and reflection in the water",
"Environment": "Soft ripples and muted colors enhancing tranquil mood"
}
}
},

"Camera_Settings": {
"Lens": "50mm f/1.4",
"Aperture": "f/2.0",
"Shutter_Speed": "1/320 sec",
"ISO": 200,
"White_Balance": "6000K",
"Lighting": "100% natural overcast daylight",
"Focus_Mode": "Manual (for selective sharpness on eyes, hair, and bicycle details)",
"Color_Profile": {
"Greens": "Slightly desaturated",
"Midtones": "Warm and natural",
"Contrast": "Soft, filmic curve"
}
},

"Collage_Layout": {
"Frames": 3,
"Orientation": "Vertical",
"Layout_Type": "Cinematic 3×1 sequence",
},

Realistic portrait photo, realistic photoshoot of a beautiful woman sitting ,close to the camera, surrounded by elegant flamingos in shallow reflective water. Beautiful pink dress, Soft pink clouds drift across the surface, mirroring the pastel gradient background of rose, peach, and lavender tones. with a slight depth of field that softly blurs the background.

Apply the neutralize_yellow function to the image:
import cv2 import numpy as np def neutralize_yellow(image): """ Takes a BGR image (NumPy array) and reduces yellow tint to make colors more neutral. Returns a new neutralized image. """ # Convert to LAB color space (L = lightness, A = green–red, B = blue–yellow) lab = cv2.cvtColor(image, cv2.COLOR_BGR2LAB) # Split into channels L, A, B = cv2.split(lab) # Compute how much yellow there is (positive shift in B channel) yellow_strength = np.mean(B) - 128 # 128 = neutral midpoint # Reduce yellow by shifting B channel toward neutral (128) if yellow_strength > 0: correction = np.clip(B - yellow_strength * 0.8, 0, 255) lab = cv2.merge((L, A, correction)) else: lab = cv2.merge((L, A, B)) # Convert back to BGR neutral_img = cv2.cvtColor(lab, cv2.COLOR_LAB2BGR) return neutral_img # Example use from another script: # from remove_yellow_tint import neutralize_yellow # neutral_image = neutralize_yellow(image_from_other_script)