---
title: QIE-2511-Object-Remover-v2
canonical_url: "https://www.modelscope.cn/models/prithivMLmods/QIE-2511-Object-Remover-v2"
md_url: "https://www.modelscope.cn/models/prithivMLmods/QIE-2511-Object-Remover-v2.md"
repository: prithivMLmods/QIE-2511-Object-Remover-v2
last_updated: 2026-06-17
license: apache-2.0
pipeline_tag: image-to-image
tasks:
  - image-to-image
base_model:
  - Qwen/Qwen-Image-Edit-2511
base_model_relation: adapter
parameters: 589.8M
tensor_type:
  - BF16
library_name:
  - pytorch
  - lora
  - safetensors
frameworks:
  - pytorch
language:
  - en
supports_inference: img2img
downloads: 152
stars: 1
tags:
  - lora
  - art
  - object-remover
  - v2
---

# QIE-2511-Object-Remover-v2

> QIE-2511-Object-Remover-v2 - prithivMLmods 在 ModelScope 开源的模型。[!note] Note: Removing 4–5 or more objects or a specified highlighted area may require more inference steps. Please specify it as [marked area] and proceed.

prithivMLmods/QIE-2511-Object-Remover-v2 是 ModelScope 魔搭社区上的 589.8M 参数image-to-image模型，采用 apache-2.0 许可，基于 Qwen/Qwen-Image-Edit-2511 构建，并支持在线推理（img2img）。

- **Repository**: prithivMLmods/QIE-2511-Object-Remover-v2
- **License**: apache-2.0
- **Tasks**: image-to-image
- **Parameters**: 589.8M
- **Base model**: Qwen/Qwen-Image-Edit-2511
- **Online inference**: img2img
- **Tags**: lora, art, object-remover, v2
- **Downloads**: 152
- **Stars**: 1
- **Last updated**: 2026-06-17

Source: https://www.modelscope.cn/models/prithivMLmods/QIE-2511-Object-Remover-v2

---

![1](https://cdn-uploads.huggingface.co/production/uploads/65bb837dbfb878f46c77de4c/UEWkmX2qO6z4quVMxG3my.png)
![3](https://cdn-uploads.huggingface.co/production/uploads/65bb837dbfb878f46c77de4c/gd7B-zYeOTbmKzWbvRUQP.png)
![2](https://cdn-uploads.huggingface.co/production/uploads/65bb837dbfb878f46c77de4c/IedBvzAj2NmlqQV0jxnMw.png)

> [!note]
Note: Removing 4–5 or more objects or a specified highlighted area may require more inference steps. Please specify it as [marked area] and proceed.

# **QIE-2511-Object-Remover-v2**

> **QIE-2511-Object-Remover-v2** is an adapter LoRA developed for Qwen’s **Qwen-Image-Edit-2511** image-to-image model, designed to precisely remove unwanted objects from images while preserving the surrounding scene. The model intelligently fills in removed regions with context-aware reconstruction, maintaining consistent textures, lighting, shadows, and perspective. It excels at clean object removal without visible artifacts, edge distortion, or style mismatch, resulting in natural and seamless edits that retain the original image quality.

## **Quick Start with Diffusers**

> Compatible with versions **2509** and **2511**.

```bash
pip install -U diffusers transformers accelerate
```

```python
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-Object-Remover-v2")

prompt = "Remove the red highlighted object from the scene."

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]
```

## **Sample Inferences (Remove Objects)**

| Input Image                                                                                                                         | Edit Prompt                                       | Output Image                                                                                                                       |
| ----------------------------------------------------------------------------------------------------------------------------------- | ------------------------------------------------- | ---------------------------------------------------------------------------------------------------------------------------------- |
| <img src="https://cdn-uploads.huggingface.co/production/uploads/65bb837dbfb878f46c77de4c/yqp9Nj-0lj9z2Iojte1FD.jpeg" width="1024"/> | Remove the red highlighted object from the scene. | <img src="https://cdn-uploads.huggingface.co/production/uploads/65bb837dbfb878f46c77de4c/IZYauRHh3tSLxK1QHJSaZ.png" width="1024"/> |
| <img src="https://cdn-uploads.huggingface.co/production/uploads/65bb837dbfb878f46c77de4c/TvXZwVCBH5-e2xzIgtzse.jpeg" width="1024"/> | Remove the red highlighted object from the scene. | <img src="https://cdn-uploads.huggingface.co/production/uploads/65bb837dbfb878f46c77de4c/VFfpHDMJ9cixdOdA6mc5q.png" width="1024"/> |
| <img src="https://cdn-uploads.huggingface.co/production/uploads/65bb837dbfb878f46c77de4c/tPAnye7-uuA5nEx5K25ra.jpeg" width="1024"/> | Remove the red highlighted object from the scene. | <img src="https://cdn-uploads.huggingface.co/production/uploads/65bb837dbfb878f46c77de4c/C_KsKLTJ3vmBkYgZdVWX9.png" width="1024"/> |

**Trained on [ModelScope.cn](https://modelscope.cn)**

## **Trigger Prompt**

Use the following prompt to activate the object removal behavior:

```
Remove the red highlighted object from the scene.
```

## **Download Model**

You can download the model files from the **Files & versions** tab: 
[Download](https://huggingface.co/prithivMLmods/QIE-2511-Object-Remover-v2/tree/main) 

```bitex
@misc{prithiv_sakthi_2026,
	author       = { Prithiv Sakthi },
	title        = { QIE-2511-Object-Remover-v2 (Revision 3826041) },
	year         = 2026,
	url          = { https://huggingface.co/prithivMLmods/QIE-2511-Object-Remover-v2 },
	doi          = { 10.57967/hf/7627 },
	publisher    = { Hugging Face }
}
```