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Qwen-Image-Edit-2511-Object-Adder is an adapter (LoRA) developed for Qwen’s Qwen-Image-Edit-2511 image-to-image model, specifically designed for precise object addition to images. The model adds specified objects while preserving the background, lighting, and surrounding 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 addition. This makes it well suited for tasks that require seamless edits without compromising image authenticity. Below are some example outputs that demonstrate the model’s ability to deliver accurate, realistic, and visually integrated object addition 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-Adder")
13
14prompt = "Add the specified objects to the image while preserving the background lighting and surrounding 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 |
|---|---|---|
 | Add the leather cowboy hat to the image while preserving the background, lighting, and surrounding elements, maintaining realism and original details. |  |
 | Add the Batman logo design to the image while preserving the background, lighting, and surrounding elements, maintaining realism and original details. |  |
 | Add the goggles to the image while preserving the background, lighting, and surrounding elements, maintaining realism and original details. |  |
Add the specified objects to the image while preserving the background lighting and surrounding elements maintaining realism and original details