---
license: apache-2.0
language:
- en
base_model:
- FireRedTeam/FireRed-Image-Edit-1.1
pipeline_tag: image-to-image
library_name: diffusers
tags:
- lora
- bbox
- Object-Mover
- FireRed-Image-Edit-1.1
---

![1](https://cdn-uploads.huggingface.co/production/uploads/65bb837dbfb878f46c77de4c/B5Miqc-KWxG21YA9hFTH6.png)

> [!IMPORTANT]
> Note: The images showcased here are generated using **QIE-FRIE1.1-Object-Mover**, a LoRA built on top of **FireRed-Image-Edit-1.1** for fast and accurate object relocation and scene-aware editing. The model is designed to move the selected object from the source bounding box to the target bounding box while preserving the identity, structure, texture, lighting, shadows, and color science of the original image. The background of the original source region is seamlessly reconstructed after the object is moved, maintaining natural perspective and scene consistency.
>
> At lower step counts, the model performs efficiently with a small number of bounding boxes for fast inference workflows. For more complex scenes or multiple object movements, standard inference settings are recommended for improved consistency and reconstruction quality.
>
> This LoRA is materialized for research and learning purposes only. Any content generated by it is used at the user’s own risk. The authors and the hosting page disclaim any liability for content generated by this model. Users are responsible for ensuring that the model is used in a safe, ethical, and lawful manner.

## **Trigger Prompt**

Use the following prompt to activate the object movement behavior:

```
Move the object highlighted in the red box to the location indicated by the other red box in the scene.
```

## **Base Model**

This LoRA is based on:

* FireRed-Image-Edit-1.1

## **Training Data**

* Manually annotated bounding box and resultant dataset pairs

## **Download Model**

You can download the model files from the **Files & versions** tab:

[Download](https://huggingface.co/prithivMLmods/QIE-FRIE1.1-Object-Mover/tree/main)