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<!DOCTYPE html>
<!--
Copyright 2021 CloudSEN12 team
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
https://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed to in writing, software
distributed under the License is distributed on an "AS IS" BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and
limitations under the License.
-->
<meta charset=utf-8>
<link rel="stylesheet" href="style.css">
<link rel="icon" type="image/png" sizes="32x32" href="/icons/cloudsen12_icon.png">
<script src="https://use.fontawesome.com/0adc4d4ec5.js"></script>
<script src="ga.js"></script>
<title>CloudSEN12: A Benchmark Dataset for Cloud Semantic Understanding</title>
<script src="ga.js"></script>
<title>CloudSEN12: A Benchmark Dataset for Cloud Semantic Understanding</title>
<!-- Top -->
<div class=top>
<a href=index.html>
<i class="fa fa-home" aria-hidden="true"></i>
<span class=title href=index.html>CloudSEN12</span>
</a>
<div class=right>
<a href=download.html>
<i class="fa fa-download" aria-hidden="true"></i> Download
</a>
<a href=examples.html>
<i class="fa fa-pencil"></i> Examples
</a>
<a class="nav-link" href="map.html">
<i class="fa fa-map" aria-hidden="true"></i> Map
</a>
<a class="nav-link" href="repository.html">
<i class="fa fa-github" aria-hidden="true"></i> Repository
</a>
<a href=people.html>
<i class="fa fa-users" aria-hidden="true"></i> Team
</a>
</div>
</div>
<!-- DATASET -->
<div class=alt-content>
<div class=section>
<a href="https://github.com/cloudsen12/models" class="ref">
<img src="thumbnails/example_stac.png" alt="CloudSEN12" style="float: left">
</a>
<div class=textblock>
<br><br><br>
<b>Colab notebook 01: </b><a href="https://colab.research.google.com/github/cloudsen12/examples/blob/master/example01.ipynb">Download CloudSEN12 using easystac</a>
<br><br><br>
</div>
</div>
<!-- Models -->
<div class=section>
<a href="https://github.com/cloudsen12/models" class="ref">
<img src="thumbnails/example_deeplearning.jpg" alt="CloudSEN12" style="float: left; margin-right: 10px;">
</a>
<div class=textblock>
<br><br>
<b>Colab notebook 02: </b> <a href="https://colab.research.google.com/github/cloudsen12/examples/blob/master/example02.ipynb">Make a prediction using UnetMobV2 (CloudSEN12)</a>
<br><br><br>
</div>
</div>
<!-- Models -->
<div class=section>
<a href="https://github.com/cloudsen12/models" class="ref">
<img src="thumbnails/plit.png" alt="CloudSEN12" style="float: left">
</a>
<div class=textblock>
<br><br>
<b>Colab notebook 03: </b> <a href="https://colab.research.google.com/github/cloudsen12/examples/blob/master/example03.ipynb">Train a DL model using CloudSEN12 and PyTorch Lightning</a>
<br><br><br>
</div>
</div>
<!-- Models -->
<div class=section>
<a href="https://github.com/cloudsen12/models" class="ref">
<img src="thumbnails/gee.jpg" alt="CloudSEN12" style="float: left">
</a>
<div class=textblock>
<br><br>
<b>Colab notebook 04: </b> <a href="https://colab.research.google.com/github/cloudsen12/examples/blob/master/example04.ipynb">Visualize CloudSEN12 using geemap</a>
<br><br><br>
</div>
</div>
<!-- Models -->
<div class=section>
<a href="https://github.com/cloudsen12/models" class="ref">
<img src="thumbnails/images.jpeg" alt="CloudSEN12" style="float: left">
</a>
<div class=textblock>
<br><br>
<b>Colab notebook 05: </b> <a href="https://colab.research.google.com/github/cloudsen12/examples/blob/master/example05.ipynb">Compare cloud masking models</a>
<br><br><br>
</div>
</div>
<!-- Models -->
<div class=section>
<a href="https://github.com/cloudsen12/models" class="ref">
<img src="thumbnails/codeedit.png" alt="CloudSEN12" style="float: left">
</a>
<div class=textblock>
<br>
<b>Visualize CloudSEN12 in GEE code editor </b>
<br>
<b>Github: </b> <a href="https://github.com/cloudsen12/examples/tree/main/js">https://github.com/cloudsen12/examples/tree/main/js</a><br>
<b>Code Editor: </b> <a href="https://code.earthengine.google.com/?accept_repo=users/csaybar/cloudSEN12">https://code.earthengine.google.com/?accept_repo=users/csaybar/cloudSEN12</a>
<br><br><br>
</div>
</div>