README.md

---
license: cc-by-nc-sa-4.0
---

# cloudSEN12v1.1

This repository contains the code for the paper "Lessons learned from CloudSEN12 dataset: Identifying incorrect annotations in cloud semantic segmentation datasets" [https://doi.org/XXX/XXX](https://doi.org/XXX/XXX).

## Download the pretrained models

Download the pretrained models from [HuggingFace](https://huggingface.co/csaybar/cloudSEN12v1.1) and place them in the `weights` folder.

## Visualize errors

A comprehensive visualization of the errors can be found in the [HuggingFace](https://huggingface.co/csaybar/cloudSEN12v1.1) repository.

![1046](https://github.com/cloudsen12/cloudSEN12v1.1/assets/16768318/162e11a9-041f-4769-99a2-d57422a27f9e)


## Usage

1. Clone the repository:

```bash
git clone https://github.com/username/cloudSEN12v1.1.git
cd cloudSEN12v1.1
```

## License

The code is licensed under the [MIT License](LICENSE). CloudSEN12v1.1 dataset and pre-trained models are licensed under the [CC BY-NC-SA 4.0](https://creativecommons.org/licenses/by-nc-sa/4.0/).

## Citation

If you find this work useful for your research, please consider citing:

```
@article{your_paper_citation,
  title={Lessons learned from CloudSEN12 dataset: Identifying incorrect annotations in cloud semantic segmentation datasets},
  author={Author 1, Author 2, Author 3},
  journal={Journal Name},
  year={YYYY},
  volume={VOL},
  number={NUM},
  pages={XXX-XXX},
  doi={XXX/XXX}
}
```

For any questions or inquiries, please contact [email@example.com](mailto:email@example.com).