I've been mostly using this as a dress-up type thing for AI models. Basically putting them into what I wanna see. It's been working great.
PROMPTS:
clothing off of model, and onto mannequin:
Photorealistic studio product shot of a completely blank white mannequin with a smooth featureless blank head (no face, no eyes, no mouth, no hair) wearing the exact outfit from the input photo.
Carefully transfer only the visible clothing and accessories from the input photo onto the mannequin. If the feet or shoes are not visible in the input photo, do not add any shoes or footwear — end the outfit at the ankles or wherever the clothing naturally stops. Only include footwear if it is clearly visible in the source image.
Pose: neutral standing pose, body facing straight forward, legs straight and together, arms relaxed straight down at the sides with hands beside the thighs.
Full body centered composition. Show the entire mannequin completely uncropped from the very top of the head to the bottom of the legs/feet (or ankles if no shoes), with generous empty margin and space on all four sides (especially above the head and below the feet). Nothing cut off.
Plain seamless neutral background, soft even studio lighting, clean commercial photography style, high detail, sharp focus.
optional "outfit on mannequin sluttifier":
Take the input image of the blank white mannequin and make the existing outfit a bit sluttier and more provocative. Strictly base all changes only on the clothing pieces already present in the input image. Do not add any new clothing items, garments, or accessories that are not already there.
Enhance the sexiness of the current outfit: make tops more cropped and revealing, increase cleavage and skin exposure where a top or bra exists, make bottoms shorter and tighter if bottoms are present, tighten the overall fit around the body for a sexier silhouette, pull down or open outer layers more, make any straps thinner or more alluring, and subtly increase how revealing the outfit sits on the mannequin.
Keep the exact same clothing items, colors, patterns, and layers from the input image — only modify their fit, length, and how revealing they are.
Mannequin details must stay identical: smooth blank featureless white head with no face, neutral standing pose facing forward, arms straight down at sides, legs straight. Full body completely visible and uncropped from head to toe with generous empty space and margins on all sides.
Plain seamless light beige background, soft even studio lighting, photorealistic product photography, high detail, sharp focus.
outfit on:
(i recommend using a negative prompt with this one, but have it tailored to your desired body description. also, with this one, use a photo of your model for the face reference, slight body reference if you want that, and a separate image for the outfit.)
Positive Prompt:
Edit the uploaded photo. Use the face, hair, exact expression, and body proportions from the full body reference image. Apply the realistic body type of a [
INPUT DESIRED BODY DESCRIPTION HERE] Use the outfit from the second reference image exactly — match the style, cut, fabric, color, and fit perfectly. She is completely braless under the outfit with nothing worn underneath the top — no bra, no undergarment, bare skin directly beneath the fabric. Make the outfit sit on her body sensually and flatteringly, draping elegantly and teasingly over her heavy breasts and soft hips, accentuating her natural figure with a seductive yet tasteful fit that enhances her shape without distortion. Pose her standing in a relaxed, confident position with her arms at her sides or one hand lightly on her hip. Compose a complete full-body head-to-toe shot with the subject fully centered in the frame. Show her entire figure from the very top of her head to the soles of her feet with generous blank space above her head, below her feet, and on both the left and right sides of her body. Ensure there is clear negative space/margins surrounding her on all four sides so that absolutely no part of her head, hair, face, neck, shoulders, arms, hands, torso, hips, legs, or feet is ever cropped, cut off, or touching the image edges. The entire subject must be completely visible inside the frame with no truncation of any body part. Use a simple dark studio background with soft dramatic lighting. Photorealistic, high resolution, ultra sharp details, crisp focus, professional studio photography, cinematic lighting, accurate proportions, best quality.
This prompt (and outfit/pose mannequin photo) is what I used for the outcome image. Outcome image is generated using a regular AI mature woman prompt. No real person. What can I say, I know what I like. Those midwest milfs built different.
Positive Prompt:
Edit the uploaded photo. Use the face, hair, exact expression, and body proportions from the full body reference image. Apply the realistic body type of a 54-year-old Midwest mom with natural curves, soft stomach, heavy soft DDD breasts with natural lower placement, and mature skin texture on the neck, chest, shoulders, and arms. Keep the face completely natural.
Use the outfit from the second reference image exactly — match the style, cut, fabric, color, and fit perfectly. She is completely braless under the outfit with nothing worn underneath the top — no bra, no undergarment, bare skin directly beneath the fabric. Make the outfit sit on her body sensually and flatteringly, draping elegantly and teasingly over her heavy breasts and soft hips, accentuating her natural figure with a seductive yet tasteful fit.
Exactly match the pose, body orientation, arm position, hand placement, leg stance, weight distribution, and overall body language from the full body reference image.
Exactly replicate the composition, framing, camera angle, and layout of the reference image, including how much of the body is shown and the placement of the subject within the frame.
Use a simple dark studio background with soft dramatic lighting. Photorealistic, high resolution, ultra sharp details, crisp focus, professional studio photography, cinematic lighting, accurate proportions, best quality.
Negative Prompt:
youthful skin on face, airbrushed skin, model body, flat stomach, perky breasts, changed face, changed hair, wrong outfit, distorted clothing, bad fit, blurry, low resolution, pixelated, artifacts, deformed proportions, extra limbs, cartoon, illustration, text, watermark, cropped head, cropped feet, head cut off, feet cut off, arms cut off, hands cut off, partial body only, tight crop, subject too close to edges, no margins, no headroom, no foot room, subject filling the entire frame, body parts truncated at image borders, insufficient blank space around subject, uneven framing, bad composition, bra, visible bra, bra straps, bra lines, undergarment, lingerie, bra under clothing, bra showing through fabric


shits not perfect for sure but hey, its fun to do a little dressup. YMMV on some of these generations. Sometimes it'll do it, sometimes not. I'm surprised how often it works. Probably because I use AI gen women. If you're using not ai women it may not work great for you, I don't know if it makes a difference.