---
license: mit
datasets:
- csaybar/CloudSEN12-high
language:
- en
base_model:
- NickWright/OmniCloudMask
tags:
- remote-sensing
- cloud-detection
---


# Cloud Detection Model

This model is based on NickWright/OmniCloudMask for cloud detection in satellite imagery. It provides pixel-level segmentation with the following classes:

0 = Clear
1 = Thick Cloud
2 = Thin Cloud
3 = Cloud Shadow

## Usage

The model requires Python 3.12 or higher. To use this model:
```bash
pip install -r requirements.txt
```
```bash
python3 run.py
```

Below is a visualization of the cloud mask generated by the model:
![Cloud Mask Visualization](cloud_mask_visualization.png)