Dating
Professional
Fashion
Aesthetic
Fun
AI Tools
Travel
Social Media
Events
Creative
Fitness
Holidays
Retro
Background Remover
Image Resizer
Image Cropper
Watermark Remover
AI Headshot Generator
Face Swap
Photo Restoration
Image Converter
Image Compressor
Collage Maker
Compare ▾
Best AI Image Generators
Best AI Image Gen Alternatives
vs Midjourneyvs ChatGPTvs Geminivs Headshot Provs Runwayvs Kling AIvs Lumavs Pikavs Higgsfieldvs Freepikvs Kreavs Leonardo AIvs Ideogramvs Stable Diffusionvs Fluxvs Magnificvs Adobe Fireflyvs Claudevs FALvs Replicatevs getimg.aivs Canvavs Bing Image Creatorvs OpenArtvs Meta AIvs Aragonvs Reminivs Lensavs CivitAIvs Tensor.art
Pricing
Best AI Image GeneratorsBest AI Image Gen Alternativesvs Midjourneyvs ChatGPTvs Geminivs Headshot Provs Runwayvs Kling AIvs Lumavs Pikavs Higgsfieldvs Freepikvs Kreavs Leonardo AIvs Ideogramvs Stable Diffusionvs Fluxvs Magnificvs Adobe Fireflyvs Claudevs FALvs Replicatevs getimg.aivs Canvavs Bing Image Creatorvs OpenArtvs Meta AIvs Aragonvs Reminivs Lensavs CivitAIvs Tensor.art 6+ MO FREE
FAQ ▾
Community
Ideas
Billing
Log in
How do I cancel my subscription?How to make AI couple photos (like you and your boyfriend or girlfriend together) with Photo AIGenerate AI photos and videos of yourselfCombine Photos with AI — Merge People Into One PhotoWhat AI model do you use?50% OFF Photo AI coupon codesPhoto AI's Free Photos - What You Get & How To StartCan I get a refund?How much does it cost to generate on Photo AI? How do credits work?How does Photo AI's AI Photo & Video Generator work?Who created Photo AI? Meet Pieter Levels, the FounderPhoto AI's Affiliate Program: Earn free creditsCan I use Photo AI to put clothes on models for my Shopify store?Nano Banana Pro image generator on Photo AICan I delete my data?I cancelled Photo AI but am still being chargedTurn images into stunning AI videos with Photo AIBatch Try On Clothes with Photo AIUncrop & expand images with Photo AI's Zoom Out featureHow to edit your photos with AI5 Best AI Avatar Generators of 2025What type of photos should I upload for creating an AI model?Is there a Photo AI iOS app?How do I report a bug or request a new feature?I can't login to Photo AIHow to take a batch of photos with multiple prompts for bulk image generation?How to take photos with multiple people in them?I used the wrong card and want a refund and switch it to my company cardBatch Image-to-Image - Edit Multiple Photos at Once with AI
What file formats of photos do you accept for creating an AI model?
![{"subject":"young woman with and dark hair slicked back under a fabric headband , wearing large over-ear headphones. She is dressed in a matching beige or sand-colored activewear set consisting of a low-cut sports bra with spaghetti straps and a gathered, ruched detail at the center of the chest, and high-waisted leggings . The subject possesses a very full, prominent bust with deep cleavage visible, the fabric of the top stretching to accommodate the heavy volume and natural projection of the chest. She holds a large, matte cylindrical water bottle tucked against her right side with her right arm.","pose":"Standing mirror selfie pose. The body is angled slightly to the right, with hips shifted to create a curve in the waist. The head is tilted slightly to the left, looking directly into the mirror (at the phone). The right arm is bent, clutch ing the water bottle against the torso. The left arm is raised, hand holding a smartphone with a pink textured case to capture the reflection.","environment":"A stark, utilitarian bathroom or locker room setting. Directly behind the subject is a flat grey door featuring a horizontal coat rack with multiple hooks. To the right, a wall with square tiles is visible, mounted with a automatic air freshener or soap dispenser and a circular paper towel dispenser. The door has silver hinges and a silver handle.","camera":"Mirror selfie perspective captured via a smartphone reflection. The shot includes the phone itself (an iPhone Pro woman with a pink bubble-textured case) held in the subject's left hand. The framing is a medium shot capturing the subject from the thighs up to the top of the door frame. The focus is sharp on the subject, with the background elements clearly defined.","lighting":"Bright, overhead artificial lighting typical of a commercial bathroom or locker room. The light source creates distinct specular highlights on the subject's forehead, the curve of the chest, and the shoulders. Shadows are relatively soft but defined, falling under the chin and the bust , emphasizing volume and depth.","mood_and_expression":"Casual, focused, and confident. The expression is neutral to slightly serious, focused on the phone screen for the photo. The vibe is a 'post-workout' or 'gym fit' check.","style_and_realism":"Hyper-realistic raw photography. High fidelity to skin texture, fabric tension, and environmental details. No stylization or artistic filtering; resembles a high-resolution social media snapshot.","colors_and_tone":"Neutral color palette dominated by greys, whites, and the beige\/sand tone of the outfit. The. Accents include the headphones\/hooks and the pink phone case. Contrast is moderate with natural indoor balance.","quality_and_technical_details":"High resolution, sharp focus, natural grain. Detailed textures on the matte water bottle, the fabric of the sports bra , and the smooth finish of the grey door.","aspect_ratio_and_output":"3:4","controlnet":{"pose_control":{"woman_type":"DWPose","purpose":"Exact skeletal and pose lock","constraints":["preserve arm position holding water bottle","preserve raised arm holding phone","preserve hip tilt","preserve head tilt"],"recommended_weight":1},"depth_control":{"woman_type":"ZoeDepth","purpose":"Depth, volume, and camera-to-body spatial lock","constraints":["maintain distance between subject and grey door","preserve volumetric projection of chest","ensure phone is positioned correctly in depth relative to body"],"recommended_weight":0.8}},"negative_prompt":{"anatomy_restrictions":["anatomy normalization","body proportion averaging","smaller bust than reference","reduced chest volume","flattened or compressed breasts","tightened or lifted breasts","slimmed torso","aesthetic proportion correction"],"photography_restrictions":["professional studio lighting","bokeh","wide-angle distortion","lens compression","cropping that removes volume","beautification filters","skin smoothing","plastic skin"],"general_restrictions":["stylized realism","editorial fashion proportions","naturalization of prominent features","missing phone","missing headphones","missing water bottle"]}}](https://resizeapi.com/resize-cgi/image/format=jpeg,fit=cover,width=200,quality=50/https://r2-us-west.photoai.com/1775500027-434a12d9f8404ff97f85aa24ad91eee5-1.png "{\"subject\":\"young woman with and dark hair slicked back under a fabric headband , wearing large over-ear headphones. She is dressed in a matching beige or sand-colored activewear set consisting of a low-cut sports bra with spaghetti straps and a gathered, ruched detail at the center of the chest, and high-waisted leggings . The subject possesses a very full, prominent bust with deep cleavage visible, the fabric of the top stretching to accommodate the heavy volume and natural projection of the chest. She holds a large, matte cylindrical water bottle tucked against her right side with her right arm.\",\"pose\":\"Standing mirror selfie pose. The body is angled slightly to the right, with hips shifted to create a curve in the waist. The head is tilted slightly to the left, looking directly into the mirror (at the phone). The right arm is bent, clutch ing the water bottle against the torso. The left arm is raised, hand holding a smartphone with a pink textured case to capture the reflection.\",\"environment\":\"A stark, utilitarian bathroom or locker room setting. Directly behind the subject is a flat grey door featuring a horizontal coat rack with multiple hooks. To the right, a wall with square tiles is visible, mounted with a automatic air freshener or soap dispenser and a circular paper towel dispenser. The door has silver hinges and a silver handle.\",\"camera\":\"Mirror selfie perspective captured via a smartphone reflection. The shot includes the phone itself (an iPhone Pro woman with a pink bubble-textured case) held in the subject's left hand. The framing is a medium shot capturing the subject from the thighs up to the top of the door frame. The focus is sharp on the subject, with the background elements clearly defined.\",\"lighting\":\"Bright, overhead artificial lighting typical of a commercial bathroom or locker room. The light source creates distinct specular highlights on the subject's forehead, the curve of the chest, and the shoulders. Shadows are relatively soft but defined, falling under the chin and the bust , emphasizing volume and depth.\",\"mood_and_expression\":\"Casual, focused, and confident. The expression is neutral to slightly serious, focused on the phone screen for the photo. The vibe is a 'post-workout' or 'gym fit' check.\",\"style_and_realism\":\"Hyper-realistic raw photography. High fidelity to skin texture, fabric tension, and environmental details. No stylization or artistic filtering; resembles a high-resolution social media snapshot.\",\"colors_and_tone\":\"Neutral color palette dominated by greys, whites, and the beige\/sand tone of the outfit. The. Accents include the headphones\/hooks and the pink phone case. Contrast is moderate with natural indoor balance.\",\"quality_and_technical_details\":\"High resolution, sharp focus, natural grain. Detailed textures on the matte water bottle, the fabric of the sports bra , and the smooth finish of the grey door.\",\"aspect_ratio_and_output\":\"3:4\",\"controlnet\":{\"pose_control\":{\"woman_type\":\"DWPose\",\"purpose\":\"Exact skeletal and pose lock\",\"constraints\":[\"preserve arm position holding water bottle\",\"preserve raised arm holding phone\",\"preserve hip tilt\",\"preserve head tilt\"],\"recommended_weight\":1},\"depth_control\":{\"woman_type\":\"ZoeDepth\",\"purpose\":\"Depth, volume, and camera-to-body spatial lock\",\"constraints\":[\"maintain distance between subject and grey door\",\"preserve volumetric projection of chest\",\"ensure phone is positioned correctly in depth relative to body\"],\"recommended_weight\":0.8}},\"negative_prompt\":{\"anatomy_restrictions\":[\"anatomy normalization\",\"body proportion averaging\",\"smaller bust than reference\",\"reduced chest volume\",\"flattened or compressed breasts\",\"tightened or lifted breasts\",\"slimmed torso\",\"aesthetic proportion correction\"],\"photography_restrictions\":[\"professional studio lighting\",\"bokeh\",\"wide-angle distortion\",\"lens compression\",\"cropping that removes volume\",\"beautification filters\",\"skin smoothing\",\"plastic skin\"],\"general_restrictions\":[\"stylized realism\",\"editorial fashion proportions\",\"naturalization of prominent features\",\"missing phone\",\"missing headphones\",\"missing water bottle\"]}}")
![{"scene_description":"A vibrant and cheerful portrait of a woman racing driver smiling warmly while holding her helmet on a race track.","subject":{"type":"young ","age":"early 20s","features":{"hair":"long, blonde, slightly wavy hair falling loosely over the shoulders","expression":"bright, genuine smile with visible teeth, exuding approachability and joy","other":"light natural makeup with soft pink lipstick , blue eyes."},"attire":"blue racing suit with and red accents, featuring sponsor logos like 'C4 Energy', 'VP Racing Fuels', 'Bell', and 'Exclusive Autosport'","position":"standing with body turned slightly sideways, looking back over the left shoulder at the camera."},"action":{"primary":"smiling directly at the camera","secondary":"holding a colorful racing helmet in the left hand at hip level","effect":"creating a friendly and inviting atmosphere amidst a competitive setting"},"environment":{"setting":"outdoor race track","foreground_elements":["subject's racing helmet with vibrant geometric patterns"],"background":"blurred concrete barriers and track infrastructure in soft focus"},"lighting":{"style":"bright natural daylight","key_light":{"type":"sunlight","color":"warm daylight","illuminates":["the subject's face and hair, creating a soft halo effect","highlights on the racing suit fabric"]},"background_light":{"color":"soft, diffused daylight blue\/grey tones"},"shadows":"soft, flattering shadows indicating open shade or diffused sun"},"style":{"medium":"Digital Portrait Photography","aesthetic":"Commercial sports lifestyle, bright and positive","quality":"high-resolution with vibrant colors and sharp focus on the face","details":"texture of the racing suit patches, reflections on the helmet visor"},"scene_composition":{"subject_action":"profile turn towards camera, using the 'looking back' pose","camera_behavior":"eye-level, capturing an engaging and personal moment","depth_layering":"shallow depth of field separating the sharp subject from the indistinct background."},"visual_description":{"core_subject":"A charismatic athlete radiating positivity.","attire_physics":"structured fit of the racing suit with natural folds at the waist.","skin_rendering":"smooth, sun-lit skin with a healthy glow."},"lighting_and_atmosphere":{"type":"Outdoor Daytime Sports","specifics":"Clean, high-key lighting emphasizing clarity and color","color_grade":"Natural and vibrant, enhancing the blues of the suit and hair."},"attire_customization":{"current_clothing":"blue\/white\/red racing suit","customizable_clothing":"different team livery colors."},"brand_product_customization":{"current_brand_product":"C4 Energy, VP Racing, Bell Helmets","customizable_brand":"Suit logos","customizable_product":"Helmet design","product_placement_area":"Shoulder, chest, and helmet"},"objects_and_props":{"main_objects":["Racing helmet with iridescent visor"],"secondary_objects":["Concrete track barriers"]},"camera_and_lens":{"focal_length_feel":"85mm or 105mm portrait lens","aperture_effect":"f\/2.0 to f\/2.8 for creamy bokeh","camera_angle":"Eye-level","lens_type":"Telephoto prime","bokeh_style":"Smooth background blur"}}](https://resizeapi.com/resize-cgi/image/format=jpeg,fit=cover,width=200,quality=50/https://r2-us-west.photoai.com/1775534402-5ab0a8734987ef2a9e3a485336220871-1.png "{\"scene_description\":\"A vibrant and cheerful portrait of a woman racing driver smiling warmly while holding her helmet on a race track.\",\"subject\":{\"type\":\"young \",\"age\":\"early 20s\",\"features\":{\"hair\":\"long, blonde, slightly wavy hair falling loosely over the shoulders\",\"expression\":\"bright, genuine smile with visible teeth, exuding approachability and joy\",\"other\":\"light natural makeup with soft pink lipstick , blue eyes.\"},\"attire\":\"blue racing suit with and red accents, featuring sponsor logos like 'C4 Energy', 'VP Racing Fuels', 'Bell', and 'Exclusive Autosport'\",\"position\":\"standing with body turned slightly sideways, looking back over the left shoulder at the camera.\"},\"action\":{\"primary\":\"smiling directly at the camera\",\"secondary\":\"holding a colorful racing helmet in the left hand at hip level\",\"effect\":\"creating a friendly and inviting atmosphere amidst a competitive setting\"},\"environment\":{\"setting\":\"outdoor race track\",\"foreground_elements\":[\"subject's racing helmet with vibrant geometric patterns\"],\"background\":\"blurred concrete barriers and track infrastructure in soft focus\"},\"lighting\":{\"style\":\"bright natural daylight\",\"key_light\":{\"type\":\"sunlight\",\"color\":\"warm daylight\",\"illuminates\":[\"the subject's face and hair, creating a soft halo effect\",\"highlights on the racing suit fabric\"]},\"background_light\":{\"color\":\"soft, diffused daylight blue\/grey tones\"},\"shadows\":\"soft, flattering shadows indicating open shade or diffused sun\"},\"style\":{\"medium\":\"Digital Portrait Photography\",\"aesthetic\":\"Commercial sports lifestyle, bright and positive\",\"quality\":\"high-resolution with vibrant colors and sharp focus on the face\",\"details\":\"texture of the racing suit patches, reflections on the helmet visor\"},\"scene_composition\":{\"subject_action\":\"profile turn towards camera, using the 'looking back' pose\",\"camera_behavior\":\"eye-level, capturing an engaging and personal moment\",\"depth_layering\":\"shallow depth of field separating the sharp subject from the indistinct background.\"},\"visual_description\":{\"core_subject\":\"A charismatic athlete radiating positivity.\",\"attire_physics\":\"structured fit of the racing suit with natural folds at the waist.\",\"skin_rendering\":\"smooth, sun-lit skin with a healthy glow.\"},\"lighting_and_atmosphere\":{\"type\":\"Outdoor Daytime Sports\",\"specifics\":\"Clean, high-key lighting emphasizing clarity and color\",\"color_grade\":\"Natural and vibrant, enhancing the blues of the suit and hair.\"},\"attire_customization\":{\"current_clothing\":\"blue\/white\/red racing suit\",\"customizable_clothing\":\"different team livery colors.\"},\"brand_product_customization\":{\"current_brand_product\":\"C4 Energy, VP Racing, Bell Helmets\",\"customizable_brand\":\"Suit logos\",\"customizable_product\":\"Helmet design\",\"product_placement_area\":\"Shoulder, chest, and helmet\"},\"objects_and_props\":{\"main_objects\":[\"Racing helmet with iridescent visor\"],\"secondary_objects\":[\"Concrete track barriers\"]},\"camera_and_lens\":{\"focal_length_feel\":\"85mm or 105mm portrait lens\",\"aperture_effect\":\"f\/2.0 to f\/2.8 for creamy bokeh\",\"camera_angle\":\"Eye-level\",\"lens_type\":\"Telephoto prime\",\"bokeh_style\":\"Smooth background blur\"}}")
![{"subject":{"description":"young male man with sun-kissed skin and scattered freckles across the nose and cheeks. He has short, textured, tousled hair framing the face. His facial features include thick straight eyebrows, blue-grey eyes, and full lips in a confident smirk.","anatomy":"Anatomically distinct physique with a very full, heavy chest that has significant forward and outward projection. The chest volume is visually dominant and strictly above average, creating deep chest. Soft tissue reality is preserved with natural gravity affecting the chest shape.","attire":"He is wearing a bright orange, textured, crinkle-fabric sleeveless tank top or bare chest or fitted t-shirt. The top features a simple edge and a knotted tie detail on the viewer's right side. He is holding the edge of the top with his left hand. The bottom of the frame reveals a hint of green crochet or knit shorts.","skin_details":"Realistic skin texture with visible pores, natural skin sheen, and dewy highlights on the chest and face. No artificial smoothing."},"pose":{"orientation":"Torso angled diagonally towards the camera. The body leans slightly forward.","head":"Head tilted slightly to his left, chin slightly down, gaze directed straight at the lens.","limbs":"His left arm is bent, with his hand grasping the upper edge of the tank top or bare chest near the knot. The right arm is extended out of frame (consistent with holding a camera, though no camera is visible).","expression":"Playful, confident smirk or intense expression."},"environment":{"setting":"Indoor modern interior with a minimalist aesthetic.","background":"A ceiling with recessed linear air vents or lighting tracks is visible. Behind him is a textured wall.","context":"Bright, clean, daytime indoor setting."},"camera":{"shot_type":"Close-up, intimate portrait framing.","angle":"Slightly low angle to eye-level, emphasizing the chest volume in the foreground.","focal_length":"35mm to 50mm equivalent, creating a slight perspective distortion that enhances foreground depth.","focus":"Sharp focus on the face and eyes, with the chest also in clear focus.","framing":"The subject fills the majority of the frame, cut off at the mid-torso."},"lighting":{"type":"Natural, diffused daylight coming from the front.","quality":"Soft and even, creating gentle shadows under the jawline and highlighting the contours of the chest and face.","highlights":"Specular highlights on the forehead, nose tip, and upper chest indicate slightly oily or dewy skin.","shadows":"Natural occlusion shadows in the chest and under the hair."},"mood_and_expression":{"mood":"Casual, confident, bold.","emotional_tone":"Relaxed and self-assured."},"style_and_realism":{"style":"Photorealistic, high-fidelity social media snapshot style.","rendering":"Unfiltered, raw capture aesthetic with high texture detail.","fidelity":"absolute fidelity to the reference proportions and volume."},"colors_and_tone":{"palette":"Warm skin tones, bright saturated orange, neutral and beige background.","contrast":"Medium contrast with well-defined blacks in the eyelashes and hair shadows.","white_balance":"Neutral to slightly warm daylight."},"quality_and_technical_details":{"resolution":"4K, highly detailed.","texture_quality":"High frequency details for hair strands and fabric weave.","artifacts":"None."},"aspect_ratio_and_output":{"ratio":"3:4","framing_guide":"Portrait orientation."},"controlnet":{"pose_control":{"man_type":"DWPose","purpose":"Exact skeletal and pose lock","constraints":["preserve shoulder width","preserve head tilt","preserve hand placement on chest","preserve smirk expression structure"],"recommended_weight":1},"depth_control":{"man_type":"ZoeDepth","purpose":"Depth, volume, and camera-to-body spatial lock","constraints":["preserve chest foreground dominance","maintain deep chest depth","prevent flattening of torso volume"],"recommended_weight":0.8}},"negative_prompt":{"forbidden_content":["anatomy normalization","body proportion averaging","smaller chest than reference","reduced chest volume","flattened or compressed chest","tightened or lifted chest","slimmed torso","aesthetic proportion correction","beauty standard enforcement","dataset-average man anatomy","camera angles that reduce volume","wide-angle distortion not in reference","lens compression not in reference","cropping that removes volume","depth flattening","mirror selfies","phone-in-hand selfies","reflections","beautification filters","skin smoothing","plastic skin","airbrushed texture","stylized realism","editorial fashion proportions","naturalization of prominent features"]}}](https://resizeapi.com/resize-cgi/image/format=jpeg,fit=cover,width=200,quality=50/https://r2-us-west.photoai.com/1775782803-c5427e161cb98d8bc92cd84a275c786f-1.png "{\"subject\":{\"description\":\"young male man with sun-kissed skin and scattered freckles across the nose and cheeks. He has short, textured, tousled hair framing the face. His facial features include thick straight eyebrows, blue-grey eyes, and full lips in a confident smirk.\",\"anatomy\":\"Anatomically distinct physique with a very full, heavy chest that has significant forward and outward projection. The chest volume is visually dominant and strictly above average, creating deep chest. Soft tissue reality is preserved with natural gravity affecting the chest shape.\",\"attire\":\"He is wearing a bright orange, textured, crinkle-fabric sleeveless tank top or bare chest or fitted t-shirt. The top features a simple edge and a knotted tie detail on the viewer's right side. He is holding the edge of the top with his left hand. The bottom of the frame reveals a hint of green crochet or knit shorts.\",\"skin_details\":\"Realistic skin texture with visible pores, natural skin sheen, and dewy highlights on the chest and face. No artificial smoothing.\"},\"pose\":{\"orientation\":\"Torso angled diagonally towards the camera. The body leans slightly forward.\",\"head\":\"Head tilted slightly to his left, chin slightly down, gaze directed straight at the lens.\",\"limbs\":\"His left arm is bent, with his hand grasping the upper edge of the tank top or bare chest near the knot. The right arm is extended out of frame (consistent with holding a camera, though no camera is visible).\",\"expression\":\"Playful, confident smirk or intense expression.\"},\"environment\":{\"setting\":\"Indoor modern interior with a minimalist aesthetic.\",\"background\":\"A ceiling with recessed linear air vents or lighting tracks is visible. Behind him is a textured wall.\",\"context\":\"Bright, clean, daytime indoor setting.\"},\"camera\":{\"shot_type\":\"Close-up, intimate portrait framing.\",\"angle\":\"Slightly low angle to eye-level, emphasizing the chest volume in the foreground.\",\"focal_length\":\"35mm to 50mm equivalent, creating a slight perspective distortion that enhances foreground depth.\",\"focus\":\"Sharp focus on the face and eyes, with the chest also in clear focus.\",\"framing\":\"The subject fills the majority of the frame, cut off at the mid-torso.\"},\"lighting\":{\"type\":\"Natural, diffused daylight coming from the front.\",\"quality\":\"Soft and even, creating gentle shadows under the jawline and highlighting the contours of the chest and face.\",\"highlights\":\"Specular highlights on the forehead, nose tip, and upper chest indicate slightly oily or dewy skin.\",\"shadows\":\"Natural occlusion shadows in the chest and under the hair.\"},\"mood_and_expression\":{\"mood\":\"Casual, confident, bold.\",\"emotional_tone\":\"Relaxed and self-assured.\"},\"style_and_realism\":{\"style\":\"Photorealistic, high-fidelity social media snapshot style.\",\"rendering\":\"Unfiltered, raw capture aesthetic with high texture detail.\",\"fidelity\":\"absolute fidelity to the reference proportions and volume.\"},\"colors_and_tone\":{\"palette\":\"Warm skin tones, bright saturated orange, neutral and beige background.\",\"contrast\":\"Medium contrast with well-defined blacks in the eyelashes and hair shadows.\",\"white_balance\":\"Neutral to slightly warm daylight.\"},\"quality_and_technical_details\":{\"resolution\":\"4K, highly detailed.\",\"texture_quality\":\"High frequency details for hair strands and fabric weave.\",\"artifacts\":\"None.\"},\"aspect_ratio_and_output\":{\"ratio\":\"3:4\",\"framing_guide\":\"Portrait orientation.\"},\"controlnet\":{\"pose_control\":{\"man_type\":\"DWPose\",\"purpose\":\"Exact skeletal and pose lock\",\"constraints\":[\"preserve shoulder width\",\"preserve head tilt\",\"preserve hand placement on chest\",\"preserve smirk expression structure\"],\"recommended_weight\":1},\"depth_control\":{\"man_type\":\"ZoeDepth\",\"purpose\":\"Depth, volume, and camera-to-body spatial lock\",\"constraints\":[\"preserve chest foreground dominance\",\"maintain deep chest depth\",\"prevent flattening of torso volume\"],\"recommended_weight\":0.8}},\"negative_prompt\":{\"forbidden_content\":[\"anatomy normalization\",\"body proportion averaging\",\"smaller chest than reference\",\"reduced chest volume\",\"flattened or compressed chest\",\"tightened or lifted chest\",\"slimmed torso\",\"aesthetic proportion correction\",\"beauty standard enforcement\",\"dataset-average man anatomy\",\"camera angles that reduce volume\",\"wide-angle distortion not in reference\",\"lens compression not in reference\",\"cropping that removes volume\",\"depth flattening\",\"mirror selfies\",\"phone-in-hand selfies\",\"reflections\",\"beautification filters\",\"skin smoothing\",\"plastic skin\",\"airbrushed texture\",\"stylized realism\",\"editorial fashion proportions\",\"naturalization of prominent features\"]}}")
