Family Portrait

{ "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." } }