CivArchive
    Mannequins / Pose References (Qwen-Image-Edit 2509, Flux 2 Klein 9B Base) - v1.0 (QIE 2509)
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    Creates pose dummy mannequins from reference images.

    The intended use case is to use the resulting images as pose references for image generation with e.g. Nano Banana Pro or for LoRA training.

    Sample prompt:

    Generate a picture of abstract CGI mannequins in the exact same pose as the people in the image. The mannequins should have fingers, toes, and an abstract representation of facial expression. The mannequins do not have any hair. They have perfectly clean gray skin with a black wireframe overlaid on top without any discolorations. The background of the image is a plain featureless middle gray void. Do not include any objects the people in the image may or may not be interacting with.

    You can get somewhat similar results out of base Qwen-Image-Edit with appropriate prompting, but it is a lot less consistent in my experience.

    It seems to work okay with cfg = 1.0 and steps = 20. Higher cfg values can produce better results, but may affect how faithful the result is.
    The 8-step Lightning LoRA can also be very viable and often produces cleaner results.

    Description

    Default prompt:

    Generate a picture of an abstract CGI mannequin in the exact same pose as the person in the image.
    The mannequin should have fingers, toes, and an abstract representation of facial expression.
    The mannequin does not have any hair. It has perfectly clean gray skin with a black wireframe overlaid on top without any discolorations.
    The background of the image is a plain featureless middle gray photo studio.
    Do not include any objects the person in the image may or may not be interacting with.

    FAQ

    LORA
    Qwen
    by VV24

    Details

    Downloads
    587
    Platform
    CivitAI
    Platform Status
    Available
    Created
    12/3/2025
    Updated
    4/28/2026
    Deleted
    -

    Files

    Mannequin.safetensors

    Mirrors

    Huggingface (1 mirrors)
    CivitAI (1 mirrors)