---
license: apache-2.0
base_model:
- Qwen/Qwen-Image-Edit-2511
base_model_relation: adapter
pipeline_tag: image-text-to-image
tags:
- remote_sensing
- satellite
datasets:
- satellite-image-deep-learning/SODA-A
language:
- en
---
# SatEdit
SatEdit is a mask-conditioned satellite image editing framework for localized object addition and removal. Given a satellite image, a binary mask, and a text instruction, SatEdit edits the selected region while preserving the surrounding overhead scene.
## Highlights
- Mask-conditioned satellite image editing for object-level addition and removal.
- Localized edits guided by an input image, binary mask, and text prompt.
- ComfyUI and Hugging Face Diffusers inference workflows.
- LoRA fine-tuning for high-resolution image editing.
## Qualitative comparisons
The figures below show qualitative editing examples and comparisons across models.
## Semantic Composition of Dataset
## Usage
Use the `` trigger in prompts when running the SatEdit LoRA. For example:
```text
Add dense residential into the scene inside the provided mask
```
The model expects a satellite RGB image, a binary edit mask, and a text instruction describing the desired edit.
## Diffusers inference
```bash
python "Diffusers Inference/infer_diffusers.py" \
--model_path /path/to/Qwen-Image-Edit \
--lora_path /path/to/satedit_lora \
--image /path/to/input.jpg \
--mask /path/to/mask.png \
--prompt "Add dense residential into the scene inside the provided mask" \
--output outputs/example.png
```
The complete inference code, ComfyUI workflow, training configuration, and installation instructions are available in the [GitHub repository](https://github.com/muhammad-talha-ad/SatEdit).
## Project page
Visit the [SatEdit project page](https://muhammad-talha-ad.github.io/SatEdit/) for additional visual examples and project information.
## License
Please review the licenses of this model, its base model, and all dependencies before use or redistribution.
## Citation
If you find SatEdit useful in your research, please cite:
```bibtex
@misc{rizwan2026satedit,
title={SatEdit: A Mask-Conditioned Satellite Image Editing Framework for Localized Object Addition and Removal},
author={Muhammad Talha Rizwan and Muhammad Ahmed Amer},
year={2026},
eprint={2607.29367},
archivePrefix={arXiv},
primaryClass={cs.CV},
url={https://arxiv.org/abs/2607.29367}
}
```