Duplicate from prithivMLmods/Qwen-Image-Edit-2511-Object-Remover

Co-authored-by: Prithiv Sakthi <prithivMLmods@users.noreply.huggingface.co>

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Qwen-Image-Edit-2511-Object-Remover.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:8102b5fda35de505d3825b73e355f1df69baff466fa53800fd31e6232c447632
+size 236117064

README.md

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+---
+license: apache-2.0
+language:
+- en
+pipeline_tag: image-to-image
+library_name: diffusers
+tags:
+- lora
+- object-remover
+- art
+base_model:
+- Qwen/Qwen-Image-Edit-2511
+---
+
+![1](https://cdn-uploads.huggingface.co/production/uploads/65bb837dbfb878f46c77de4c/SQp9XAlYp7N08VAWg9KnH.png)
+![2](https://cdn-uploads.huggingface.co/production/uploads/65bb837dbfb878f46c77de4c/ILqeYxJg3wjh28bnpmUTK.png)
+![3](https://cdn-uploads.huggingface.co/production/uploads/65bb837dbfb878f46c77de4c/AqwrsNO-RDSF2OxZG06kx.png)
+
+# **Qwen-Image-Edit-2511-Object-Remover**
+
+> 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.
+
+## **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/Qwen-Image-Edit-2511-Object-Remover")
+
+prompt = "Remove the specified objects from the image while preserving the background and remaining elements maintaining realism and original details."
+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/CRfqupC_4N2l0Couvp4w7.jpeg" width="1024"/> | Remove the necklace and goggles from the image while preserving the background and remaining elements, maintaining realism and original details. | <img src="https://cdn-uploads.huggingface.co/production/uploads/65bb837dbfb878f46c77de4c/Bf38pCkxCI4vT2r1Ib82g.png" width="1024"/> |
+| <img src="https://cdn-uploads.huggingface.co/production/uploads/65bb837dbfb878f46c77de4c/NrPtDHkWBRfsI7D3BX_hL.jpeg" width="1024"/> | Remove the goggles from the image while preserving the background and remaining elements, maintaining realism and original details. | <img src="https://cdn-uploads.huggingface.co/production/uploads/65bb837dbfb878f46c77de4c/-c-dVp47FdOvshiA7hWz-.png" width="1024"/> |
+| <img src="https://cdn-uploads.huggingface.co/production/uploads/65bb837dbfb878f46c77de4c/4-ufmiNZqk3hTY2NwBawO.jpeg" width="1024"/> | Remove the “S” logo from the image while preserving the background and remaining elements, maintaining realism and original details. | <img src="https://cdn-uploads.huggingface.co/production/uploads/65bb837dbfb878f46c77de4c/GOaQLBcKAWjO8oWWaieRW.png" width="1024"/> |
+| <img src="https://cdn-uploads.huggingface.co/production/uploads/65bb837dbfb878f46c77de4c/I4u2GtAz256ProzfJwKP8.jpeg" width="1024"/> | Remove the logo from the image while preserving the background and remaining elements, maintaining realism and original details. | <img src="https://cdn-uploads.huggingface.co/production/uploads/65bb837dbfb878f46c77de4c/gyHNoVQuBMagENgdWDElZ.png" width="1024"/> |
+
+**Trained on [ModelScope.cn](https://modelscope.cn)**
+
+## **Trigger Prompt**
+
+You should use the following prompt to trigger object removal:
+
+```
+Remove the specified objects from the image while preserving the background and remaining elements maintaining realism and original details
+```
+
+## **Download Model**
+
+You can download the model files from the **Files & versions** tab:
+[Download](https://huggingface.co/prithivMLmods/Qwen-Image-Edit-2511-Object-Remover/tree/main)

configuration.json

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+{"framework": "pytorch", "task": "image-to-image", "allow_remote": true}