Carefully analyze the uploaded image and first determine whether it is a selfie arm-length Prompts

Selfies with the iPhone mirror.  The photo has high level of detail but slightly overexposed due to uneven sunlight. Flexing her arm, the bicep is quite big but not excessive. She is using a tank top. The angle is awkward, the composition is lacking, and the overall effect is aggressively mediocre - like a random shot taken when you pulled your phone out of your pocket to take selfies. Girl sitting on a chair at the dining table (no light), (subject/girl in shot) (no light), dressed in tight blue shorts, amazon sandals strapped across the leg to knee hight matching. She keeps both her legs raised and her feet are clearly visible in the frame. Her face is looking away, with her curly brown hair covering a bit of her face. Big lips beautiful Italian girl face, freckles. she is taking the selfie with her iphone.  The photograph has a vertical aspect ratio of 9:16. The neon lights are faintly visible outside

{ "subject": { image reference } "pose": "Standing in profile, facing left, torso twisted to look back at the mirror. Right hand holds a black smartphone to take a selfie. Back is arched, emphasizing posterior volume. Lips puckered.", "environment": "Bathroom setting. A white paneled door with silver hardware is directly behind. A white sink basin and chrome faucet occupy the bottom foreground. A white light switch is visible on the left wall.", "camera": "Mirror selfie perspective. Shot from chest height, cropping the subject from mid-thigh to just above the head.", "lighting": "Standard indoor artificial overhead lighting, casting soft shadows on the door panels and bright reflections on the metallic faucet.", "mood_and_expression": "Casual, posed selfie posture with puckered lips.", "style_and_realism": "Unedited, realistic smartphone photograph.", "colors_and_tone": "Warm overall tone dominated by whites, warm skin hues, peach/orange accents on the garment, and metallic silver/chrome.", "quality_and_technical_details": "Typical modern smartphone camera resolution with slight indoor grain and realistic fabric tension.", "aspect_ratio_and_output": "3:4", "controlnet": { "pose_control": { "model_type": "openpose_full", "purpose": "Preserve exact skeletal alignment, torso orientation, and anatomical proportions without altering mass distribution", "constraints": "No limb length change, no torso compression, no chest volume reduction, no posture modification", "recommended_weight": 1.1 }, "depth_control": { "model_type": "depth_midas", "purpose": "Preserve accurate 3D spatial depth, volumetric projection, and foreground-background separation", "constraints": "No depth flattening, no torso narrowing, no volumetric shrinkage, no perspective alteration", "recommended_weight": 1.15 } }, "negative_prompt": "stylization, body reshaping, anatomical distortion, breast reduction, volume compression, proportion changes, depth flattening, beautification filters, symmetry correction, torso slimming, perspective alteration" }

Selfies with the iPhone mirror.  The photo has high level of detail but slightly overexposed due to uneven sunlight. Flexing her arm, the bicep is quite big but not excessive. She is using a tank top. The angle is awkward, the composition is lacking, and the overall effect is aggressively mediocre - like a random shot taken when you pulled your phone out of your pocket to take selfies. Girl sitting on a chair at the dining table (no light), (subject/girl in shot) (no light), dressed in tight blue shorts, amazon sandals strapped across the leg to knee hight matching. She keeps both her legs raised and her feet are clearly visible in the frame. Her face is looking away, with her curly brown hair covering a bit of her face. Big lips beautiful Italian girl face, freckles. she is taking the selfie with her iphone.  The photograph has a vertical aspect ratio of 9:16. The neon lights are faintly visible outside

A very ordinary iPhone selfie, of a plastic surgery customer. Augmentation to F Cup. with no clear subject or framing; a sloppy snapshot. The photo has slight motion blur and is slightly overexposed due to uneven lighting. The angle is awkward, the composition is nonexistent, and the overall effect is aggressively mediocre, like a photo accidentally taken when taking a selfie while taking a phone out of your pocket. A girl sitting on a couch at night (no lights), wearing tight white wide-legged shorts and a top with dècoletèe and white socks. She has both legs up close together, and her sneakers are clearly visible in the frame. Her face is very pretty. The photo has a vertical aspect ratio of 9:16. The neon lights are barely visible from the outside.

Carefully analyze the uploaded image and first determine whether it is a selfie (arm-length, front-facing camera perspective) or a portrait-style photo (rear camera, balanced framing). Automatically adjust background scale, distance, perspective, and camera realism according to the image type: If the image is a selfie, maintain natural wide-angle perspective, correct depth, and realistic background distance matching a handheld front-camera shot. If the image is a portrait photo, maintain professional framing, natural proportions, and DSLR-style perspective. Generate a perfectly matching ultra-realistic background set in the United Kingdom (any suitable UK location such as city streets, shopping areas, restaurants, cafés, pedestrian zones, urban lifestyle spaces, or modern public places that naturally fit the uploaded image). The background must blend seamlessly with the uploaded image as if both were captured during the same real-life photoshoot. Maintain accurate lighting direction, shadows, color tone, scale, and depth so the subject fits naturally into the environment. The background must be ultra-sharp, HD, crystal clear, and fully in focus from foreground to background. Do NOT blur the background. No bokeh, no depth-of-field blur, no motion blur. Use authentic UK architecture, streets, pavement textures, buildings, signage, and realistic city atmosphere. Lighting must remain natural and consistent with the uploaded image. Output must be purely photorealistic  looks like a real DSLR or smartphone photo taken in the UK, with natural colors, true-to-life contrast, and zero artificial or stylized effects.*Ultra-high resolution, real-world photography style, perfectly blended composite, natural realism and No background blur, no bokeh, no cinematic or movie-style lighting, no HDR exaggeration, no AI-art look, no fantasy elements, no distortion, no soft focus, no oversharpening. Keep lighting, pose, face unchanged. Analyze the uploaded image thoroughly. First identify the type of photo (selfie, portrait, full body, seated, standing) and any visible environmental cues that indicate the scenario: casual outing, street style, indoor/home, workplace/office, or travel context. Based on this analysis, automatically select and replace the existing outfit with a realistic UK-style outfit that best fits the context and body pose of the subject. Outfit selection rules: The clothing must look ultra-realistic, high definition, crystal clear, and fully sharp from foreground to background. Maintain the original lighting direction, shadows, folds, body proportions, and fabric texture so the new outfit blends seamlessly as if it was worn in the original photo. Do NOT blur the background or apply depth-of-field blur to any part of the image. Output must resemble a professional DSLR or high-end smartphone photo with natural color grading and believable fabric details. Do NOT generate stylized, cartoonish, or fantasy clothing. The replacement should reflect real UK fashion trends appropriate to the identified scenario. Keep the female subject EXACTLY the same  same face, same facial expression, same body posture, same pose, same head angle, same height, same proportions, same camera angle. Do NOT move, rotate, resize, regenerate, or re-pose the woman in any way. Change ONLY the background to a realistic United Kingdom location that naturally fits the image  such as a London street, UK pedestrian road, park, museum exterior, restaurant street, hospital surroundings, historic city area, or urban walkway. The background must automatically adjust to the original image’s framing, perspective, and aspect ratio. Place the woman naturally on the ground with correct foot alignment and realistic shadows under her feet. Keep lighting consistent with the original image. Final image should look like a real, unedited iPhone photo taken in the UK natural, human, casual, ultra-realistic. Ultra-realistic photograph that looks 100% original and unedited, as if taken in real life with a DSLR or latest iPhone. Natural lighting only, true-to-life colors, realistic skin tones, correct shadows and highlights. Balanced exposure, natural contrast, sharp focus, crystal-clear details. Real camera perspective, accurate depth and proportions. Everything should look naturally imperfect like a real photo, not polished or stylized. No filters, no HDR, no cinematic lighting, no AI-art look, no over-sharpening, no blur. Final image must look like a genuine, everyday real photograph, not generated.

A college blonde wearing a tank top. Taking a selfie video. Blue eyes, her hair in two buns. With only one hand, grabbing the center of the tank top, she slowly pulling her tank top downward from the center. . Bedroom lighting, iPhone quality . . Exactly two arms and two hands only. No third hand, no extra hand, no extra arm, no duplicated hand, no floating hand. Only one hand touches the hair. No distorted face, no warped hair, no extra fingers, no unnatural hand movement, no stiff arm, no awkward pose, no flickering, no glitches, no deformed anatomy, no camera distortion.

{ "subject": "reference image" "clothes": "a form-fitting, long-sleeved, short-legged white onesie patterned with peaches.", "pose": "Standing in profile, facing left, torso twisted to look back at the mirror. Right hand holds a black smartphone to take a selfie. Back is arched, emphasizing posterior volume. Lips puckered.", "environment": "Bathroom setting. A white paneled door with silver hardware is directly behind. A white sink basin and chrome faucet occupy the bottom foreground. A white light switch is visible on the left wall.", "camera": "Mirror selfie perspective. Shot from chest height, cropping the subject from mid-thigh to just above the head.", "lighting": "Standard indoor artificial overhead lighting, casting soft shadows on the door panels and bright reflections on the metallic faucet.", "mood_and_expression": "Casual, posed selfie posture with puckered lips.", "style_and_realism": "Unedited, realistic smartphone photograph.", "colors_and_tone": "Warm overall tone dominated by whites, warm skin hues, peach/orange accents on the garment, and metallic silver/chrome.", "quality_and_technical_details": "Typical modern smartphone camera resolution with slight indoor grain and realistic fabric tension.", "aspect_ratio_and_output": "3:4", "controlnet": { "pose_control": { "model_type": "openpose_full", "purpose": "Preserve exact skeletal alignment, torso orientation, and anatomical proportions without altering mass distribution", "constraints": "No limb length change, no torso compression, no chest volume reduction, no posture modification", "recommended_weight": 1.1 }, "depth_control": { "model_type": "depth_midas", "purpose": "Preserve accurate 3D spatial depth, volumetric projection, and foreground-background separation", "constraints": "No depth flattening, no torso narrowing, no volumetric shrinkage, no perspective alteration", "recommended_weight": 1.15 } }, "negative_prompt": "stylization, body reshaping, anatomical distortion, breast reduction, volume compression, proportion changes, depth flattening, beautification filters, symmetry correction, torso slimming, perspective alteration" }

CAMERA & IMAGE CHARACTERISTICS Ordinary iPhone Selfie — Accidental / Mediocre Snapshot Camera Type • iPhone front-facing camera • Smartphone sensor, consumer-grade optics • No professional lens, no external camera processing Capture Intent • Unintentional, sloppy snapshot • Feels accidentally captured while handling the phone • No preparation, no posing for the camera Framing & Composition • Awkward angle • No intentional framing • Poor subject centering • Nonexistent composition logic • Elements partially cut or randomly included • Vertical orientation 9:16 Focus & Sharpness • Slightly out of focus • Inconsistent sharpness across the frame • Subject not perfectly locked in focus • Soft edges, no crisp detail everywhere Motion Characteristics • Mild motion blur caused by hand movement • Micro-smearing typical of phone stabilization lag • Blur is subtle, not dramatic Exposure • Slight overexposure in some areas • Uneven lighting across the frame • Highlight clipping on brighter spots • Shadows lack detail due to limited dynamic range Lighting Quality • Imperfect indoor lighting • Mixed light sources • No controlled light direction • Flat illumination with random highlights • No studio balance, no intentional key/fill separation Dynamic Range • Limited smartphone dynamic range • Bright areas lose detail faster than shadows • Dark areas slightly crushed Color & Sensor Behavior • Typical iPhone color science • Slight warm bias • Imperfect white balance • Colors look natural but not calibrated • No cinematic grading Noise & Artifacts • Mild grain / sensor noise • More visible in darker areas • Compression artifacts typical of phone images • No film grain, purely digital noise Overall Image Quality • Amateur-level photography • Aggressively mediocre • Unpolished • Non-curated • Looks real, casual, and unintentional • Clearly not professional or staged Visual Impression • Feels intimate because of closeness, not quality • Looks like a real everyday phone photo • Nothing “beautifully composed” — realism comes from flaws wearing a bodycon dress, teasing, keep original makeup and features in the uploaded picture, close view and front look, long middle part hairstyle, mirror selfie seductive pose, all body seen, cleavage

{ "subject": "Young female wearing a form-fitting, long-sleeved, short-legged white onesie patterned with peaches.", "pose": "Standing in profile, facing left, torso twisted to look back at the mirror. Right hand holds a black smartphone to take a selfie. Back is arched, emphasizing posterior volume. Lips puckered.", "environment": "Bathroom setting. A white paneled door with silver hardware is directly behind. A white sink basin and chrome faucet occupy the bottom foreground. A white light switch is visible on the left wall.", "camera": "Mirror selfie perspective. Shot from chest height, cropping the subject from mid-thigh to just above the head.", "lighting": "Standard indoor artificial overhead lighting, casting soft shadows on the door panels and bright reflections on the metallic faucet.", "mood_and_expression": "Casual, posed selfie posture with puckered lips.", "style_and_realism": "Unedited, realistic smartphone photograph.", "colors_and_tone": "Warm overall tone dominated by whites, warm skin hues, peach/orange accents on the garment, and metallic silver/chrome.", "quality_and_technical_details": "Typical modern smartphone camera resolution with slight indoor grain and realistic fabric tension.", "aspect_ratio_and_output": "3:4", "controlnet": { "pose_control": { "model_type": "openpose_full", "purpose": "Preserve exact skeletal alignment, torso orientation, and anatomical proportions without altering mass distribution", "constraints": "No limb length change, no torso compression, no chest volume reduction, no posture modification", "recommended_weight": 1.1 }, "depth_control": { "model_type": "depth_midas", "purpose": "Preserve accurate 3D spatial depth, volumetric projection, and foreground-background separation", "constraints": "No depth flattening, no torso narrowing, no volumetric shrinkage, no perspective alteration", "recommended_weight": 1.15 } }, "negative_prompt": "stylization, body reshaping, anatomical distortion, breast reduction, volume compression, proportion changes, depth flattening, beautification filters, symmetry correction, torso slimming, perspective alteration" }

A very ordinary iPhone selfie, of a plastic surgery customer. Augmentation to F Cup. She lifts her arm up and makes me see her chubby, hairy armpit. with no clear subject or framing; a sloppy snapshot. The photo has slight motion blur and is slightly overexposed due to uneven lighting. The angle is awkward, the composition is nonexistent, and the overall effect is aggressively mediocre, like a photo accidentally taken when taking a selfie while taking a phone out of your pocket. A girl sitting on a couch at night (no lights), wearing transparent top with dècoletèe and white socks. Her face is very pretty. massage her dècoletèe

Hyper-realistic close-up shot of a woman's hand taken as a selfie, with her pinky finger pointing out, slightly imperfect composition as though captured by the woman herself. The hand is centered with visible skin texture and natural lighting. In the background, a dimly lit bathroom cubicle set is visible, with worn tiles and a slightly blurred, out-of-focus look, contributing to the amateur aesthetic. The image feels spontaneous, with subtle shadows and a casual, authentic atmosphere, emphasizing the hand gesture against the gritty bathroom backdrop

CAMERA & IMAGE CHARACTERISTICS Ordinary iPhone Selfie — Accidental / Mediocre Snapshot Camera Type • iPhone front-facing camera • Smartphone sensor, consumer-grade optics • No professional lens, no external camera processing Capture Intent • Unintentional, sloppy snapshot • Feels accidentally captured while handling the phone • No preparation, no posing for the camera Framing & Composition • Awkward angle • No intentional framing • Poor subject centering • Nonexistent composition logic • Elements partially cut or randomly included • Vertical orientation 9:16 Focus & Sharpness • Slightly out of focus • Inconsistent sharpness across the frame • Subject not perfectly locked in focus • Soft edges, no crisp detail everywhere Motion Characteristics • Mild motion blur caused by hand movement • Micro-smearing typical of phone stabilization lag • Blur is subtle, not dramatic Exposure • Slight overexposure in some areas • Uneven lighting across the frame • Highlight clipping on brighter spots • Shadows lack detail due to limited dynamic range Lighting Quality • Imperfect indoor lighting • Mixed light sources • No controlled light direction • Flat illumination with random highlights • No studio balance, no intentional key/fill separation Dynamic Range • Limited smartphone dynamic range • Bright areas lose detail faster than shadows • Dark areas slightly crushed Color & Sensor Behavior • Typical iPhone color science • Slight warm bias • Imperfect white balance • Colors look natural but not calibrated • No cinematic grading Noise & Artifacts • Mild grain / sensor noise • More visible in darker areas • Compression artifacts typical of phone images • No film grain, purely digital noise Overall Image Quality • Amateur-level photography • Aggressively mediocre • Unpolished • Non-curated • Looks real, casual, and unintentional • Clearly not professional or staged Visual Impression • Feels intimate because of closeness, not quality • Looks like a real everyday phone photo • Nothing “beautifully composed” — realism comes from flaws wearing a bodycon dress, teasing, keep original makeup and features in the uploaded picture, close view and front look, long middle part hairstyle, mirror selfie seductive pose, all body seen, cleavage

a girl takes a photo with her phone of herself in the mirror, she is 24 years old, has wavy blonde long hair, she is posing, trying to lay focus on her dominant feminine curves, looking over her shoulder slightly and is wearing leggings. You SHOUL NOT do: ugly, tiling, poorly drawn hands, poorly drawn feet, poorly drawn face, out of frame, extra limbs, disfigured, deformed, body out of frame, blurry, bad anatomy, blurred, watermark, grainy, signature, cut off, draft

A run-of-the-mill iPhone selfie. No clear subject or framing; a sloppy snapshot. The photo has good motion focus and is slightly overexposed due to uneven lighting. The angle is awkward, the composition is nonexistent, and the overall effect is extremely mediocre, like a photo taken accidentally while pulling a phone out of a pocket. A girl sitting on a sofa at night (without lights), wearing a white V-neck top, takes a selfie with one arm extended towards the camera and the other hand resting on her cleavage. In the background, a kitchen with its lights off is visible, suggesting it's nighttime. "Rule": "Based on the uploaded reference photo, I want you to not alter any of the facial features in the reference photo."

A very ordinary iPhone selfie of a sporty brown haired plastic surgery customer. who had Augmentation to E Cup. with no clear subject or framing; a sloppy snapshot. The photo has slight motion blur and is slightly overexposed due to uneven lighting. The angle is awkward, the composition is nonexistent, and the overall effect is aggressively edgy, like a photo accidentally taken when taking a selfie while taking a phone out of your pocket. A lovely girl sitting on a couch at night (no lights), wearing tight white gym shorts, a ribbed reddish top and white socks, sneakers visible in the frame. Realistic fabric tension with soft micro-folds where the material stretches, subtle pressure points creating natural shadow gradients for authentic contour shaping. The photo has a vertical aspect ratio of 9:16. The neon lights are barely visible from the outside.

Preserve face and body from the reference image. Theme: Outdoor lifestyle selfie, natural sunlit aesthetic, realistic photography CRITICAL CAMERA ANGLE & DISTANCE (VERY IMPORTANT): Handheld smartphone selfie taken from a HIGH, CLOSE angle above chest level. The camera is held slightly above the face and angled downward diagonally toward the upper body. Very close proximity creates an intimate perspective, with the arm extended toward the camera clearly influencing framing. Slight tilt adds casual, unposed realism. Foreground: A young woman holding the camera with one arm extended. Her face, upper torso, and arm dominate the frame. The arm holding the phone is visible, including a clear tattoo on the forearm. Pose & Body Positioning: Natural selfie posture. Shoulders relaxed. Upper body angled slightly sideways. Head subtly tilted toward the camera. No forced posing—casual, candid stance. Mid-ground: Part of her torso and waist visible, with clothing naturally draped. Subtle shadows from sunlight define body contours. Background: Outdoor setting with sunlit ground and greenery partially visible. Neutral, bright daytime environment with no distracting elements. Position & framing: Tight vertical close-up framing from mid-torso to forehead. Face placed slightly off-center. Arm and tattoo included intentionally as part of the selfie composition. Lighting: Strong natural daylight from above and slightly to the side. Warm highlights on skin, natural glow from sunlight. Soft shadows under brows, nose, and collarbone. No artificial lighting. Depth of field: Deep depth of field typical of smartphone cameras. Subject and background both relatively sharp. Focus: Camera angle realism, natural skin texture, facial features, tattoo detail, sunlight reflections, and authentic selfie perspective. Hairstyle: Long brown hair worn loose with natural waves. Slightly tousled, sunlit strands falling over the shoulder and chest. Attire: Light-colored crop-style top with thin straps. White or light fabric bottom partially visible. Natural fit with realistic fabric stretch. Accessories: Beaded necklace with a small pendant. No excessive jewelry. Tattoos: Distinct forearm tattoo clearly visible on the arm holding the camera. Natural ink texture and placement. Makeup: Minimal or no makeup. Natural brows, visible lashes, slight sun-kissed skin. Real pores, freckles, and skin texture visible. Expression: Relaxed, calm, subtly confident expression. Soft gaze directed into the camera lens. Color theme: Warm skin tones, neutral whites, natural browns, and sunlit outdoor hues. Style & quality: Ultra-high-resolution REALISTIC photography, smartphone-style image quality, authentic anatomy, natural lighting, realistic skin texture, no CGI, no illustration, no artificial smoothing. Tags: realistic outdoor selfie, high-angle close selfie, natural sunlight, lifestyle photography, smartphone realism, candid portrait.

A run-of-the-mill selfie taken with an iPhone flash. No clear subject or framing; a careless snapshot. The photo has good motion blur and is slightly overexposed due to uneven lighting. The angle is awkward, the composition is nonexistent, and the overall effect is extremely mediocre, like a photo taken accidentally while pulling a phone out of a pocket. A girl sitting on a sofa at night (without lights), wearing a white V-neck top, takes a selfie with one arm extended towards the camera and the other hand resting on her cleavage. A bit of her black shorts is also visible in the photo. The shot is almost a side view, but the girl is looking directly at the camera with her lips slightly parted. In the background, a kitchen with all the lights off is visible, suggesting it's nighttime. The photo has a 9:16 aspect ratio, perfect for social media. "Rule": "Based on the uploaded reference photo, I want you to not alter any of the facial features in the reference photo."

📸 CAMERA & IMAGE CHARACTERISTICS Ordinary iPhone Selfie — Accidental / Mediocre Snapshot Camera Type • iPhone front-facing camera • Smartphone sensor, consumer-grade optics • No professional lens, no external camera processing Capture Intent • Unintentional, sloppy snapshot • Feels accidentally captured while handling the phone • No preparation, no posing for the camera Framing & Composition • Awkward angle • No intentional framing • Poor subject centering • Nonexistent composition logic • Elements partially cut or randomly included • Vertical orientation 9:16 Focus & Sharpness • Slightly out of focus • Inconsistent sharpness across the frame • Subject not perfectly locked in focus • Soft edges, no crisp detail everywhere Motion Characteristics • Mild motion blur caused by hand movement • Micro-smearing typical of phone stabilization lag • Blur is subtle, not dramatic Exposure • Slight overexposure in some areas • Uneven lighting across the frame • Highlight clipping on brighter spots • Shadows lack detail due to limited dynamic range Lighting Quality • Imperfect indoor lighting • Mixed light sources • No controlled light direction • Flat illumination with random highlights • No studio balance, no intentional key/fill separation Dynamic Range • Limited smartphone dynamic range • Bright areas lose detail faster than shadows • Dark areas slightly crushed Color & Sensor Behavior • Typical iPhone color science • Slight warm bias • Imperfect white balance • Colors look natural but not calibrated • No cinematic grading Noise & Artifacts • Mild grain / sensor noise • More visible in darker areas • Compression artifacts typical of phone images • No film grain, purely digital noise Overall Image Quality • Amateur-level photography • Aggressively mediocre • Unpolished • Non-curated • Looks real, casual, and unintentional • Clearly not professional or staged Visual Impression • Feels intimate because of closeness, not quality • Looks like a real everyday phone photo • Nothing “beautifully composed” — realism comes from flaws wearing same cleavage bodycon dress, teasing, keep original makeup and features in the uploaded picture, close view and front look, ponytail hairstyle, standing seductive pose

📸 CAMERA & IMAGE CHARACTERISTICS Ordinary iPhone Selfie — Accidental / Mediocre Snapshot Camera Type • iPhone front-facing camera • Smartphone sensor, consumer-grade optics • No professional lens, no external camera processing Capture Intent • Unintentional, sloppy snapshot • Feels accidentally captured while handling the phone • No preparation, no posing for the camera Framing & Composition • Awkward angle • No intentional framing • Poor subject centering • Nonexistent composition logic • Elements partially cut or randomly included • Vertical orientation 9:16 Focus & Sharpness • Slightly out of focus • Inconsistent sharpness across the frame • Subject not perfectly locked in focus • Soft edges, no crisp detail everywhere Motion Characteristics • Mild motion blur caused by hand movement • Micro-smearing typical of phone stabilization lag • Blur is subtle, not dramatic Exposure • Slight overexposure in some areas • Uneven lighting across the frame • Highlight clipping on brighter spots • Shadows lack detail due to limited dynamic range Lighting Quality • Imperfect indoor lighting • Mixed light sources • No controlled light direction • Flat illumination with random highlights • No studio balance, no intentional key/fill separation Dynamic Range • Limited smartphone dynamic range • Bright areas lose detail faster than shadows • Dark areas slightly crushed Color & Sensor Behavior • Typical iPhone color science • Slight warm bias • Imperfect white balance • Colors look natural but not calibrated • No cinematic grading Noise & Artifacts • Mild grain / sensor noise • More visible in darker areas • Compression artifacts typical of phone images • No film grain, purely digital noise Overall Image Quality • Amateur-level photography • Aggressively mediocre • Unpolished • Non-curated • Looks real, casual, and unintentional • Clearly not professional or staged Visual Impression • Feels intimate because of closeness, not quality • Looks like a real everyday phone photo • Nothing “beautifully composed” — realism comes from flaws wearing same cleavage bodycon dress, teasing, keep original makeup and features in the uploaded picture, close view and front look, ponytail hairstyle, standing seductive pose

📸 CAMERA & IMAGE CHARACTERISTICS Ordinary iPhone Selfie — Accidental / Mediocre Snapshot Camera Type • iPhone front-facing camera • Smartphone sensor, consumer-grade optics • No professional lens, no external camera processing Capture Intent • Unintentional, sloppy snapshot • Feels accidentally captured while handling the phone • No preparation, no posing for the camera Framing & Composition • Awkward angle • No intentional framing • Poor subject centering • Nonexistent composition logic • Elements partially cut or randomly included • Vertical orientation 9:16 Focus & Sharpness • Slightly out of focus • Inconsistent sharpness across the frame • Subject not perfectly locked in focus • Soft edges, no crisp detail everywhere Motion Characteristics • Mild motion blur caused by hand movement • Micro-smearing typical of phone stabilization lag • Blur is subtle, not dramatic Exposure • Slight overexposure in some areas • Uneven lighting across the frame • Highlight clipping on brighter spots • Shadows lack detail due to limited dynamic range Lighting Quality • Imperfect indoor lighting • Mixed light sources • No controlled light direction • Flat illumination with random highlights • No studio balance, no intentional key/fill separation Dynamic Range • Limited smartphone dynamic range • Bright areas lose detail faster than shadows • Dark areas slightly crushed Color & Sensor Behavior • Typical iPhone color science • Slight warm bias • Imperfect white balance • Colors look natural but not calibrated • No cinematic grading Noise & Artifacts • Mild grain / sensor noise • More visible in darker areas • Compression artifacts typical of phone images • No film grain, purely digital noise Overall Image Quality • Amateur-level photography • Aggressively mediocre • Unpolished • Non-curated • Looks real, casual, and unintentional • Clearly not professional or staged Visual Impression • Feels intimate because of closeness, not quality • Looks like a real everyday phone photo • Nothing “beautifully composed” — realism comes from flaws wearing same bodycon dress, teasing, keep original makeup and features in the uploaded picture, close view and front look, long middle part hairstyle, mirror selfie seductive pose

📸 CAMERA & IMAGE CHARACTERISTICS Ordinary iPhone Selfie — Accidental / Mediocre Snapshot Camera Type • iPhone front-facing camera • Smartphone sensor, consumer-grade optics • No professional lens, no external camera processing Capture Intent • Unintentional, sloppy snapshot • Feels accidentally captured while handling the phone • No preparation, no posing for the camera Framing & Composition • Awkward angle • No intentional framing • Poor subject centering • Nonexistent composition logic • Elements partially cut or randomly included • Vertical orientation 9:16 Focus & Sharpness • Slightly out of focus • Inconsistent sharpness across the frame • Subject not perfectly locked in focus • Soft edges, no crisp detail everywhere Motion Characteristics • Mild motion blur caused by hand movement • Micro-smearing typical of phone stabilization lag • Blur is subtle, not dramatic Exposure • Slight overexposure in some areas • Uneven lighting across the frame • Highlight clipping on brighter spots • Shadows lack detail due to limited dynamic range Lighting Quality • Imperfect indoor lighting • Mixed light sources • No controlled light direction • Flat illumination with random highlights • No studio balance, no intentional key/fill separation Dynamic Range • Limited smartphone dynamic range • Bright areas lose detail faster than shadows • Dark areas slightly crushed Color & Sensor Behavior • Typical iPhone color science • Slight warm bias • Imperfect white balance • Colors look natural but not calibrated • No cinematic grading Noise & Artifacts • Mild grain / sensor noise • More visible in darker areas • Compression artifacts typical of phone images • No film grain, purely digital noise Overall Image Quality • Amateur-level photography • Aggressively mediocre • Unpolished • Non-curated • Looks real, casual, and unintentional • Clearly not professional or staged Visual Impression • Feels intimate because of closeness, not quality • Looks like a real everyday phone photo • Nothing “beautifully composed” — realism comes from flaws wearing a bodycon dress, teasing, keep original makeup and features in the uploaded picture, close view and front look, long middle part hairstyle, mirror selfie seductive pose, all body seen, cleavage

Take the face from the input picture. An extremely mediocre iPhone front camera selfie, with no clear subject or proper framing — chaotic, random, impulsive. Slight motion blur, some overexposed spots from uneven indoor lighting. In the selfie. Feels real, casual, almost like a random moment caught without thinking and She looking at the camera wearing wearing same clothes teasing, ponytail hairstyle, cleavage, same makeup in the uploaded picture

Take the face from the input picture. An extremely mediocre iPhone front camera selfie, with no clear subject or proper framing — chaotic, random, impulsive. Slight motion blur, some overexposed spots from uneven indoor lighting. In the selfie. Feels real, casual, almost like a random moment caught without thinking and She looking at the camera wearing wearing same clothes teasing, ponytail hairstyle, cleavage, same makeup in the uploaded picture

Take the face from the input picture. An extremely mediocre iPhone front camera selfie, with no clear subject or proper framing — chaotic, random, impulsive. Slight motion blur, some overexposed spots from uneven indoor lighting. In the selfie. Feels real, casual, almost like a random moment caught without thinking and She looking at the camera wearing wearing same clothes teasing, ponytail hairstyle, cleavage, same makeup in the uploaded picture