Photorealistic Car Wash Pin-up Portrait with ControlNet Parameters

{
"subject": {
"description": "Young woman with a tan complexion and long, dark, wavy hair cascading down her back.",
"features": {
"face": "Defined jawline, full lips, straight nose, brown eyes, neutral to sultry expression.",
"hair": "Dark brown to black, long, loose waves, center part.",
"body_type": "Curvy and fit, hourglass figure, prominent glutes emphasized by fit of jeans."
},
"outfit": {
"top": "Black, ribbed, short-sleeved crop top, tight-fitting, exposing midriff.",
"bottom": "White, high-waisted, tight skinny jeans.",
"accessories": "Wide rhinestone or silver mesh choker necklace.",
"footwear": "Not visible."
}
},
"pose": {
"orientation": "Standing with back turned towards the camera, torso twisted to the left.",
"head": "Turned over the left shoulder, looking directly at the viewer.",
"arms": "Left arm extended resting hand on the roof of a car; right arm relaxed by the side.",
"posture": "Upright, weight slightly shifted, accentuating the curve of the hips and back."
},
"environment": {
"location": "Self-service car wash bay.",
"background": "Industrial setting with corrugated metal roof, steel beams, and grey concrete walls.",
"foreground_elements": "Matte grey sports coupe car, specifically the rear quarter and roofline."
},
"camera": {
"shot_type": "Medium shot, from knees up.",
"angle": "Eye-level, slightly side-on to the subject's back.",
"focus": "Sharp focus on the subject and car, slightly softer background.",
"perspective": "Natural, minimal distortion, capturing the depth of the car wash bay."
},
"lighting": {
"type": "Natural diffused daylight, soft and even.",
"source": "Ambient light entering from the open sides of the car wash structure.",
"shadows": "Soft, natural shadows defining muscle tone and fabric texture; no harsh cast shadows."
},
"mood_and_expression": {
"vibe": "Cool, confident, urban, influencer aesthetic.",
"expression": "Serious, alluring, direct gaze."
},
"style_and_realism": {
"style": "Photorealistic, high-resolution lifestyle photography.",
"rendering": "Finely detailed textures (denim, skin, car matte finish, metal).",
"aesthetic": "Clean, modern, slightly desaturated cool tones."
},
"colors_and_tone": {
"palette": "Neutral tones: white, black, grey, tan skin.",
"white_balance": "Slightly cool to neutral.",
"contrast": "Medium contrast, preserving details in shadows and highlights."
},
"quality_and_technical_details": {
"resolution": "8k, master quality.",
"texture_quality": "High fidelity on denim fabric, skin pores, and matte car paint."
},
"aspect_ratio_and_output": {
"aspect_ratio": "3:4",
"framing": "Vertical portrait composition."
},
"controlnet": {
"pose_control": {
"model_type": "DWPose",
"purpose": "Exact skeletal and pose lock",
"constraints": [
"preserve shoulder twist",
"preserve head turn angle",
"preserve hand placement on car",
"maintain hip orientation"
],
"recommended_weight": 1.0
},
"depth_control": {
"model_type": "ZoeDepth",