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Sponsored by
Vmake Labs Video Enhancer
prithivMLmods / QIE-2511-Extract-Outfit
Model's Last Updated: January 26 2026
image-to-image
Introduction of QIE-2511-Extract-Outfit
Model Details of QIE-2511-Extract-Outfit
Note: The input image should be well defined. If you upload a half-cropped or semi-cropped image, only that region will be extracted as the mockup.
QIE-2511-Extract-Outfit
QIE-2511-Extract-Outfit is an adapter LoRA developed for Qwen’s Qwen-Image-Edit-2511 image-to-image model, designed to precisely extract clothing from images and convert it into a clean, flat mockup. The model intelligently separates garments from the subject while preserving original fabric details, textures, colors, stitching, and patterns. It removes the body, pose, and background influence, producing a studio-style flat outfit layout suitable for fashion design, catalogs, and product visualization, with minimal artifacts and high visual fidelity.
Quick Start with Diffusers
Compatible with versions 2509 and 2511 .
pip install -U diffusers transformers accelerate
import torch
from diffusers import DiffusionPipeline
from diffusers.utils import load_image
# Switch to "mps" for Apple devices
pipe = DiffusionPipeline.from_pretrained(
"Qwen/Qwen-Image-Edit-2511",
dtype=torch.bfloat16,
device_map="cuda"
)
pipe.load_lora_weights("prithivMLmods/QIE-2511-Extract-Outfit")
prompt = "Extract the clothing and create a flat mockup."
input_image = load_image(
"https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/diffusers/cat.png"
)
image = pipe(image=input_image, prompt=prompt).images[0]
Trained on ModelScope.cn
Trigger Prompt
Use the following prompt to activate the outfit extraction behavior:
Extract the clothing and create a flat mockup.
Download Model
You can download the model files from the Files & versions tab: Download
@misc{prithiv_sakthi_2026,
author = { Prithiv Sakthi },
title = { QIE-2511-Extract-Outfit (Revision dc0f473) },
year = 2026,
url = { https://huggingface.co/prithivMLmods/QIE-2511-Extract-Outfit },
doi = { 10.57967/hf/7646 },
publisher = { Hugging Face }
}
Runs of prithivMLmods QIE-2511-Extract-Outfit on huggingface.co
5.8K
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More Information About QIE-2511-Extract-Outfit huggingface.co Model
Url of QIE-2511-Extract-Outfit
QIE-2511-Extract-Outfit huggingface.co Url
Provider of QIE-2511-Extract-Outfit huggingface.co
Other API from prithivMLmods
Updated:March 28 2025
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