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Mannequins / Pose References (Qwen-Image-Edit 2509, Flux 2 Klein 9B Base)

38

Updated: Apr 5, 2026

stylepose estimation

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1 variant available

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120.8 MB

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Type

LoRA

Stats

639

38

667

Reviews

Published

Feb 14, 2026

Base Model

Flux.2 Klein 9B-base

Hash

AutoV2
363227E0FD
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VV24

The FLUX.1 [dev] Model is licensed by Black Forest Labs. Inc. under the FLUX.1 [dev] Non-Commercial License. Copyright Black Forest Labs. Inc.

IN NO EVENT SHALL BLACK FOREST LABS, INC. BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH USE OF THIS MODEL.

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.