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Qwen-Image-Edit-2511-Object-Remover is an adapter (LoRA) developed for Qwen’s Qwen-Image-Edit-2511 image-to-image model, specifically designed for precise object removal from images. The model removes specified objects while preserving the background and remaining elements, maintaining realism and original visual details. It can be used in combination with the lighting model configured with 4 steps to produce high-quality, high-resolution results. A key strength of this model is its strong consistency during image editing, ensuring that surrounding textures, lighting, shadows, and scene structure remain intact after object removal. This makes it well suited for tasks that require clean edits without compromising image authenticity. Below are some example outputs that demonstrate the model’s ability to deliver accurate, realistic, and visually seamless object removal results.
Compatible with versions 2509 and 2511.
pip install -U diffusers transformers accelerate1import torch
2from diffusers import DiffusionPipeline
3from diffusers.utils import load_image
4
5# Switch to "mps" for Apple devices
6pipe = DiffusionPipeline.from_pretrained(
7 "Qwen/Qwen-Image-Edit-2511",
8 dtype=torch.bfloat16,
9 device_map="cuda"
10)
11
12pipe.load_lora_weights("prithivMLmods/Qwen-Image-Edit-2511-Object-Remover")
13
14prompt = "Remove the specified objects from the image while preserving the background and remaining elements maintaining realism and original details."
15input_image = load_image(
16 "https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/diffusers/cat.png"
17)
18
19image = pipe(image=input_image, prompt=prompt).images[0]| Input Image | Edit Prompt | Output Image |
|---|---|---|
 | Remove the necklace and goggles from the image while preserving the background and remaining elements, maintaining realism and original details. |  |
 | Remove the goggles from the image while preserving the background and remaining elements, maintaining realism and original details. |  |
 | Remove the “S” logo from the image while preserving the background and remaining elements, maintaining realism and original details. |  |
 | Remove the logo from the image while preserving the background and remaining elements, maintaining realism and original details. |  |
Remove the specified objects from the image while preserving the background and remaining elements maintaining realism and original details