{
"generation_manifest": {
"project_id": "SUBURBAN_AUTO_PORTRAIT_002",
"target_model_family": "SDXL_or_Flux",
"render_resolution": {
"width": 1024,
"height": 1344,
"aspect_ratio": "3:4",
"orientation": "portrait"
}
},
"generation_parameters": {
"sampling": {
"scheduler_id": "dpmpp_2m_sde_karras",
"steps": 30,
"guidance_scale": 5.5,
"seed": "random"
},
"refiner": {
"enabled": true,
"start_at_step": 25,
"strength": 0.2
}
},
"conditioning_modules": {
"face_preservation": {
"method": "IP-Adapter-FaceID-Plus",
"reference_image_path": "image.png",
"weight": 0.85,
"noise": 0.02,
"instruction": "Map source identity exactly to generated subject."
},
"text_encoder_weights": {
"clip_l": 1.0,
"clip_g": 1.0,
"t5": 1.0
}
},
"visual_components": {
"subject": {
"demographics": "Young woman, stylish appearance",
"identity_enforcement": "Face identical to reference file",
"posture": {
"action": "Leaning against vehicle",
"stance": "Relaxed, casual, weight shifted against car hood"
},
"wardrobe": {
"head": "Black baseball cap",
"outer": "Dark open jacket (bomber or casual)",
"inner": "Cream-colored t-shirt",
"legs": "Black pants",
"feet": "White sneakers"
}
},
"props": {
"vehicle": {
"make": "Toyota Corolla sedan",
"color": "Glossy black",
"condition": "Heavily modified, tuner culture style",
"specifics": [
"Low-slung suspension",
"Clean paint reflection",
"Aftermarket details"
]
}
},
"environment": {
"setting": "Suburban street",
"ground_texture": "Asphalt road",
"backdrop": "Blurred trees and residential foliage",
"weather": "Clear day"
}
},
"composition_and_style": {
"framing": {
"shot_type": "Medium close-up",
"rule_of_thirds": "Subject and car positioned on the left side",
"angle": "Slight low angle (hero shot)"
},
"lighting": {
"type": "Natural daylight",
"quality": "Soft, diffused",
"direction": "Backlit / Rim light",
"shadows": "Long shadows on asphalt"
},
"color_grading": {
"palette": ["Black", "Grey", "Cream"],
"tone": "Warm desaturated autumnal golden grade",
"contrast": "Medium-High"
},
"aesthetics": {
"camera_type": "iPhone / High-end Mobile Photography",
"focus": "Sharp focus on subject",
"lens_effect": "Shallow depth of field, bokeh background",
"texture": "Realistic 4K textures"
}
},
"prompt_compilation": {
"positive_prompt_string": "photorealistic photo of a stylish girl, [FACE_REF_MATCH], wearing a black baseball cap, dark open jacket, cream t-shirt, black pants, white sneakers, leaning on the hood of a (heavily modified glossy black Toyota Corolla sedan:1.2), low-slung, suburban street background, asphalt, medium close shot, slight low angle, composition on left, soft diffused natural daylight, long shadows, gentle rim light, (warm desaturated autumnal golden color grade:1.1), shallow depth of field, bokeh trees, 4k, realistic texture, iPhone camera aesthetic, highly detailed.",
"negative_prompt_string": "cartoon, 3d render, anime, painting, illustration, drawing, (deformed face:1.4), (bad hands:1.4), missing fingers, extra fingers, floating limbs, distorted car, bad wheels, bad perspective, bright neon colors, oversaturated, high contrast, studio lighting, blurry subject, noise, watermark, text, signature."
}
}
