Tag: Outfit Transfer

  • Try on any Outfit

    Try on any Outfit

    Use two uploaded reference images.

    One Image — Person Image
    Use this image only for the subject’s identity and facial details.

    Another Image — Outfit Image
    Use this image only for clothing design and outfit details.

    Identity Lock (Highest Priority)
    Strictly maintain high-fidelity facial structure and exact likeness from the person's reference image. Integrate the face naturally with the scene's lighting. Ensure realistic skin texture with visible pores and minor imperfections; absolutely avoid overly smooth AI skin or a pasted face-swap look.

    Facial expression:
    calm, confident, or warm smile with direct eye contact toward the camera.

    Body Proportions

    Maintain realistic human proportions based on the person's reference image.

    Preserve:

    body shape

    shoulder width

    natural posture

    Do not exaggerate body shape.

    Outfit Recreation

    The subject must wear the exact outfit from the outfit reference image.

    Recreate clothing accurately including:

    colors

    fabric type

    patterns and prints

    garment structure

    folds and stitching

    clothing layers

    The outfit should appear naturally worn and properly fitted to the subject.

    Pose Logic (Important)

    Do not copy the pose from any reference image.

    Instead, determine the pose based on the style of the outfit.

    Examples:

    Modern / streetwear outfits → relaxed modern fashion pose
    Formal outfits → confident professional standing pose
    Casual outfits → natural relaxed pose

    The pose should look like a professional fashion studio photoshoot.

    Composition

    Professional studio fashion portrait.

    Full body framing from head to toe (very important).

    Aspect ratio 2:3 vertical.

    Subject positioned naturally in the center of the frame.

    Background

    Create a clean professional studio sweep background.

    Background characteristics:

    smooth light grey seamless backdrop

    backdrop curves smoothly into the floor

    darker grey studio floor

    subtle gradient lighting on the background

    No objects or props.

    Lighting

    Professional studio lighting:

    soft front key light

    balanced fill light

    subtle rim light for separation

    evenly illuminated background

    Lighting must look natural and professional.

    Image Style

    Ultra-realistic studio photography.

    Requirements:

    photorealistic skin texture

    detailed fabric rendering

    sharp focus

    natural shadows

    professional fashion photography look

    Restrictions

    No extra people
    No text
    No logos
    No props
    No background objects
    No half-body portrait
    Subject must be fully visible from head to toe