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{ "generation_request": { "meta_data": { "task": "text_to_image_with_reference", "version": "2.0_structured" }, "technical_constraints": { "output_format": { "aspect_ratio": "9:16", "orientation": "portrait" }, "reference_image_compliance": { "enabled": true, "mode": "strict_visual_match", "instruction_text": "Picture should be same as reference uploaded." } }, "creative_detailed_prompt": { "core_concept": "Realistic smartphone mirror selfie in a soft, natural bedroom environment with close-up facial framing.", "subject_profile": { "demographics": { "gender": "female", "age_group": "young_adult" }, "physical_appearance": { "hair_specs": { "color": "silver/grey", "texture": "normal, voluminous", "style": "long hair falling over shoulders" }, "skin_specs": { "tone": "pale", "distinctive_features": "natural freckles on face and chest", "finish": "natural soft-glow skin" }, "body_shape": "slender, fit physique", "face_specs": { "expression": "neutral with soft glow", "gaze_direction": "soft gaze into mirror", "makeup_style": "very natural glam makeup with subtle highlights, realistic skin texture" } }, "action": { "pose": "standing, facing mirror", "activity": "holding smartphone to take photo", "framing": "close-up face and upper chest in reflection" }, "attire": { "vibe": "beachwear / lounge", "garments": { "top": { "type": "cream triangle bikini top", "details": "ruffled edges" }, "bottom": { "type": "cream sheer sarong", "details": "tied at hip" } } } }, "scene_environment": { "location_type": "bedroom interior", "atmosphere_mood": "soft domestic realism", "key_props": [ "unmade bed", "wooden headboard", "mirror frame" ], "lighting_setup": { "primary_source": { "type": "natural daylight", "origin": "window with sheer curtains" }, "accent_source": { "type": "LED strip", "color": "purple", "intensity": "subtle" } } }, "photography_specs": { "camera_type": "smartphone", "camera_details": { "model": "iPhone 15 Pro Max", "lens_equivalent": "24mm main lens", "aperture": "f/1.6", "flash": "soft front flash for skin glow", "resolution_output": "48MP processed to 8K" }, "shot_category": "mirror selfie close-up", "aesthetic_genre": [ "influencer aesthetic", "candid realism", "natural glow beauty" ], "technical_quality": { "resolution_target": "8K", "focus_priority": "sharp on face in reflection", "rendering_style": "photorealistic", "texture_emphasis": "natural pores, light makeup, subtle glow" } } }, "negative_constraints_list": [ "heavy makeup", "over-smoothed skin", "cartoon", "anime", "3d render", "distorted hands", "bad anatomy", "extra limbs", "blurry", "low quality", "dark room" ] } }

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{ "image_generation_prompt": { "subject": { "reference_adherence": "Strictly match the provided reference photo face exactly", "facial_features": [ "Preserve exact face shape", "Match eye structure and eyebrow shape", "Retain lip shape and natural color" ], "hair": "Silver grey color, exact hairstyle from reference", "makeup": "Natural style as per reference", "expression": "Soft, calm, looking at phone screen" }, "apparel": { "main_garment": "Light-colored floral maxi dress, short sleeves, high slit exposing leg", "fabric_physics": "Natural flow, soft draping", "footwear": "White strappy heels", "accessories": [ "Silver necklace", "Silver bracelet", "Silver rings" ] }, "pose_and_action": { "type": "Full-body mirror selfie", "stance": "Squatting low gracefully, one knee forward, leaning slightly toward mirror", "head_position": "Tilted slightly downward", "hands": { "right_hand": "Holding phone vertically in front of face", "left_hand": "Resting gently on knee" }, "props": "Smartphone with glitter silver phone case" }, "environment": { "location": "Indoor room", "background": "Floor-to-ceiling curtains in dark grey tones", "flooring": "Smooth, reflective surface" }, "lighting_and_atmosphere": { "quality": "Soft, warm, even illumination on face and outfit", "mood": "Feminine, elegant, gentle, social media aesthetic" }, "technical_specifications": { "quality": "8K resolution, photorealistic, high fidelity", "focus": "Sharp focus on face and outfit", "perspective": "Eye-level mirror perspective", "aspect_ratio": "4:5" } }, "negative_prompt": [ "Incorrect face", "Wrong hairstyle", "Extra limbs", "Distorted proportions", "Different dress pattern", "Text", "Watermark", "Blurry", "Low resolution", "Artificial looking skin" ] }

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{ "model": "image-generation-model", "inputs": { "prompt": "Lifestyle portrait of person in uploaded image in trendy minimalist street fashion, oversized neutral sweater, relaxed jeans, clean white sneakers, sitting in a cozy modern coffee shop with warm sunlight through the window, soft film grain aesthetic, Instagram-inspired photography, natural colors, ultra-detailed.", "negative_prompt": "low quality, distorted face, extra limbs, blurry details, unnatural lighting, overexposed, underexposed, unrealistic proportions, cartoonish look", "image_reference": "uploaded_image_id", "num_outputs": 1, "guidance_scale": 7.5, "steps": 30, "seed": null, "width": 1024, "height": 1024, "scheduler": "ddim" } }

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Use the exact young man from the reference photo as the subject: same sharply contoured yet soft heart shaped face, same large expressive dark eyes with a quiet, introspective gaze, same warm dusky South Asian skin tone, same naturally wavy shoulder length dark hair gently falling around his face and neck, same subtle and gentle half smile carrying unspoken weight. He appears as a ghostly central silhouette, standing motionless in calm resignation. His face is intentionally blurred and dissolving upward into swirling smoky black and emerald green digital glitch static, as if his entire existence is fragmenting into corrupted code. The lower half of his body slowly melts and drips into a textured, grainy pitch black void, with faint red chromatic aberration bleeding along the ragged edges. Overlaying the figure in bold, distressed blood red sans-serif typography (slightly warped, glitching, and flickering): {argument name="text overlay" default="BMX AI"} Soft creamy off-white background, heavy 35 mm film grain covering the entire image, subtle VHS tracking lines and faint RGB split, high contrast, cold cyan rim lighting cutting through the darkness, dark cyberpunk melancholy mood, cinematic yet starkly minimalist composition with vast negative space. Ultra sharp where details still cling to reality, deliberately degraded and corrupted where he fades away. Octane render, deep atmospheric haze, quiet sorrow, lingering sense of loss.

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A blissful female university student. She has the same face, hair, and makeup as the reference image. She's wearing a one-shoulder, blue short crop-top with the Imperial College London logo and name "Imperial College London," low-rise, belted, tight, white skinny jeans which end before her ankles. Her outfit accentuates her feminine features and is paired with strappy white leather very high heeled sandals. Her left hand forms a peace sign, and her right hand holds an expensive, white leather heart-shaped handbag by its straps. She is adorned with thin gold necklaces, bracelets, and rings. The scene is set in London's South Kensington, with the Department of Computing ground floor entrance (as per second image) behind her. A mix of international and local university students are subtly present in the background. The lighting is afternoon golden-hour with soft shadows, candid street-style mood. 8K photorealistic, f/1.6 85mm professional DSLR with focus on the woman and very slightly bokeh background.

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{   "subject": {     "type": "young woman",     "appearance": {       "hair": {         "color": "platinum blonde with visible dark roots",         "style": "pulled back tightly into a high bun",         "texture": "smooth"       },       "face": {         "skin_tone": "fair",         "features": "wearing rectangular glasses with dark reddish-brown frames",         "expression": "focused, sipping from a cup"       },       "pose": "sitting at a table, holding a coffee cup with both hands up to mouth"     }   },   "attire": {     "clothing": {       "top": "sleeveless, ribbed tank top in a chartreuse/yellow-green color",       "bottom": "hint of olive green pants visible"     },     "accessories": {       "eyewear": "rectangular prescription glasses with dark frames",       "jewelry": [         "silver hoop earrings",         "chunky silver chain link bracelets on both wrists",         "multiple silver rings on fingers (including one with a pink gemstone and one wide band with a design)",         "silver chain necklace"       ]     }   },   "environment": {     "location": "coffee shop / cafe interior by a window",     "foreground": {       "table": "round table with a white marble surface",       "objects": "light mint green saucer centered in the foreground"     },     "background": {       "interior": "other patrons sitting (blurred), indoor plants, hanging light fixture",       "exterior_view": "street scene visible through large glass window, red brick buildings, orange traffic cones on the road"     }   },   "technical_details": {     "lighting": "natural daylight coming from the large window on the left",     "camera_angle": "eye-level, slightly high angle looking down at the table",     "style": "candid, lifestyle photography, realistic"   } }

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{ "style_name": "Soft Glam Close-Up", "prompt": "iPhone 16 Pro Max portrait close-up, Indian woman in black & gold saree, soft glam makeup, glossy lips, subtle kajal, loose hair framing face, golden-hour sunlight creating dreamy glow, shallow depth of field, natural skin pores visible, gold jewelry sparkling softly, creamy background bokeh, hyper-realistic beauty aesthetic" }

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Create a Photorealistic Hong Kong retro portrait with authentic 1990s film look. Use image[0] as face reference. Half-body. Subject leaning against newspaper-covered wall, gaze soft and Hair messy, strands falling across face. Makeup glossy lips, dewy skin. Narrow Hong Kong room, walls plastered with old yellowed Cantonese newspapers. Fluffy white cat blurred in foreground. Tungsten bulb glow with faint green spill. Shadows heavy, highlights bloom.

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{ "image_generation": { "face": { "preserve_original": true, "reference_match": true, "description": "Keep all facial characteristics 100% identical to the reference image." }, "photo_style": { "type": "natural soft portrait", "camera_angle": "close, front-angled with gentle tilt", "lighting": "diffused daylight through curtains", "mood": "calm, serene, intimate", "texture": "natural pores visible, soft pastel tone", "focus": "eyes and face in sharp focus with creamy background blur" }, "subject": { "pose": "lying on bed on her side, head supported by hand", "expression": "relaxed half smile, soft gentle gaze", "hair": { "style": "messy natural waves around shoulders", "texture": "soft strands falling towards face" }, "clothing": { "type": "neutral comfy top", "details": "smooth texture, minimal" }, "hand": { "position": "resting under chin" } }, "environment": { "setting": "simple cozy bedroom space", "background": "pale curtains & soft light glow", "atmosphere": "peaceful morning warmth" }, "aesthetic": { "style": "warm natural portrait", "features": ["soft bokeh","gentle highlights","minimal backdrop","clean daylight aesthetic"] } } }