---
tags:
- text-to-image
- lora
- diffusers
- template:diffusion-lora
- clothing
- mannequin
- synthetic-data
- qwenimagedit
- nsfw-potential
nsfw: true
sensitive: true
widget:
- output:
    url: images/material_clipper.jpg
  text: remove mannequin clothing
base_model: Qwen/Qwen-Image-Edit
instance_prompt: remove mannequin clothing
license: apache-2.0
library_name: diffusers
pipeline_tag: image-to-image
language:
- en
---

# Qwen Image Edit Mannequin Clipper LoRA

<img src="https://cdn-uploads.huggingface.co/production/uploads/63473b59e5c0717e6737b872/RXsJ8u0-gqIi4pyD6mz66.gif" width="512" />
<img src="https://cdn-uploads.huggingface.co/production/uploads/63473b59e5c0717e6737b872/H5SuW_a3Oqyxntrs8dIN0.gif" width="512" />

---

## 📝 Model Description

**Qwen Image Edit Mannequin Clipper LoRA** is a **research-focused model** designed to **remove clothing from AI-generated mannequin images only**.  
It has been trained exclusively on **191 fully synthetic, AI-generated image pairs** where mannequins are fully clothed vs. fully clipped.

> ⚠️ **Important:**  
> This model is **not intended** to be used on real human photos.  
> It should **only** be applied to AI-generated mannequin images.

---

## ✅ Intended Use

This model is **intended solely** for:

- Research and experimentation on **synthetic mannequin datasets**.
- **Clipping or editing mannequin images** so they can be further used with **custom clothing designs**.
- Image editing and clipping tasks **on AI-generated mannequin images**.

It is **not intended** for:

- Real human photos.
- Any form of non-consensual explicit imagery.
- Illegal or unethical activity.

---

## 🔗 Best Results

For **faster and more accurate outputs**, this model can be optionally paired with the following LoRA:

- **[8Step v1.1 Lightning LoRA](https://civitai.com/)** *(optional, add correct link)* ⚡  

Using additional LoRAs is **not required** but can **enhance performance**.

---

## 🛠️ Training Information

- **Training Pairs:** 191  
- **Data Type:** 100% AI-generated + fully synthetic clipped data  
- **Input:** Clothed female mannequin images  
- **Output:** Fully clipped reconstructions based on learned patterns  

---

## ⚖️ Responsible & Ethical Use

This model is **not designed for nor intended** to:

- Be applied on **real human images**.
- Create **non-consensual explicit imagery**.
- Violate any laws or ethical boundaries.

---

## ❗ Responsible Use & Disclaimer

This model was **trained exclusively on 100% synthetic, AI-generated mannequin images**.  
It is **intended only** for **research and experimentation on synthetic mannequin data**.

**Prohibited Uses:**

- ❌ Applying this model to **real human images**  
- ❌ Creating or sharing **non-consensual explicit imagery**  
- ❌ Using this model in ways that **violate laws, platform policies, or personal rights**

The creators **do not condone or support** any illegal, unethical, or harmful uses of this technology.

By downloading or using this model, you agree to:

- Use it **responsibly**.  
- Apply it **only** within the boundaries of the law.  
- Respect the rights, consent, and safety of others.

---

## 🧩 Example Prompt

```text
remove mannequin clothing