Update README.md

README.md

@@ -1,3 +1,50 @@
 ---
-license: mit
+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).