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datasets.html
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<!DOCTYPE HTML>
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<title>Datasets</title>
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<h1>Deep Learning for Remote Sensing Scene Classification</h1>
<h3>This work aims to explore how to boost the performance of small-scale convolutional neural networks</h3>
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<h2>Benchmark Datasets Used in this Work</h2>
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<article>
<div class="image fit">
<figure>
<img src="images/mosaic_AID.png" alt="AID"/>
</figure>
</div>
</article>
<article>
<h3>AID dataset</h3>
<p>10,000 aerial images of 30 scene classes that cover many <br> categories of land-use.</p>
<a href="http://www.lmars.whu.edu.cn/xia/AID-project.html" class="button special">Download</a> <br>
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<article>
<h3>UC Merced</h3>
<p>Consists of 21 scene classes, each image has a 256 x 256 pixels<br> in RGB space.</p>
<a href="http://weegee.vision.ucmerced.edu/datasets/landuse.html" class="button special">Download</a> <br>
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<img src="images/mosaic_UC_Merced.png" alt="UCm"/>
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<figure>
<img src="images/mosaic_SAT4.png" alt="SAT4"/>
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<article>
<h3>SAT-4</h3>
<p>Consists of 500,000 images distributed in 4 classes.</p>
<a href="http://csc.lsu.edu/~saikat/deepsat/" class="button special">Download</a> <br>
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<h3>SAT-6</h3>
<p> Contains 405,000 images with 6 scene classes.</p>
<a href="http://csc.lsu.edu/~saikat/deepsat/" class="button special">Download</a> <br>
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<div class="image fit">
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<img src="images/mosaic_SAT6.png" alt="SAT6"/>
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<figure>
<img src="images/mosaic_EuroSAT.png" alt="EuroSAT"/>
</figure>
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</article>
<article>
<h3>EuroSAT dataset</h3>
<p>27,000 images distributed in 10 different classes. </p>
<a href="http://madm.dfki.de/downloads" class="button special">Download</a> <br>
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