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@@ -26,29 +26,21 @@ offering rich spatial, spectral, and temporal diversity. FLAIR-HUB supports the
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  learning methods, and will continue to grow with new modalities and annotations.
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- <p align="center"><img src="datacard_imgs/FLAIR-HUB_Overview_EN-B.png" alt="" style="width:50%;max-width:1300px;" /></p>
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  ## 🔗 Links
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- <center>
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- <table style="width:100%; max-width:700px; background-color:rgb(61, 60, 60); border: 2px solid green; border-radius: 12px; border-collapse: separate; border-spacing: 0;">
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- <tbody style="color: white; font-size: 1.05em;">
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- <tr><td style="border: none; padding: 4px 20px;">📄 <a href="https://arxiv.org/pdf/2211.12979.pdf" target="_blank" style="color: lightgreen;"><b>Data Paper</b></a> – Learn more about the dataset in the official publication</td></tr>
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- <tr><td style="border: none; padding: 4px 20px;">💻 <a href="https://github.com/IGNF/FLAIR-HUB" target="_blank" style="color: lightgreen;"><b>Source Code (GitHub)</b></a> – Explore training, preprocessing, and benchmark scripts</td></tr>
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- <tr><td style="border: none; padding: 4px 20px;">✉️ <a href="mailto:flair@ign.fr" style="color: lightgreen;"><b>Contact Us</b></a> – flair@ign.fr – Questions or collaboration inquiries welcome!</td></tr>
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- </table>
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- </center>
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  ## 🎯 Key Figures
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  <table>
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  <tr><td>🗺️</td><td>ROI / Area Covered</td><td>➡️ 2,822 ROIs / 2,528 km²</td></tr>
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  <tr><td>🧠</td><td>Modalities</td><td>➡️ 6 modalities</td></tr>
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  <tr><td>📁</td><td>Total Files</td><td>➡️ ~2.5 million</td></tr>
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  <tr><td>💾</td><td>Total Dataset Size</td><td>➡️ ~750 GB</td></tr>
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  </table>
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  ### 🗂️ Data Modalities Overview
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  </tr>
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- <p align="center"><img src="datacard_imgs/FLAIR-INC_patches_1_VERTICAL.png" alt="" style="width:100%;max-width:1300px;" /></p>
 
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  ### 🏷️ Supervision
 
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  learning methods, and will continue to grow with new modalities and annotations.
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+ <p align="center"><img src="datacard_imgs/FLAIR-HUB_Overview.png" alt="" style="width:50%;max-width:1300px;" /></p>
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  ## 🔗 Links
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+ 📄 <a href="https://arxiv.org/pdf/2211.12979.pdf" target="_blank"><b>Data Paper</b></a> – Learn more about the dataset in the official publication<br>
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+ 💻 <a href="https://github.com/IGNF/FLAIR-HUB" target="_blank"><b>Source Code (GitHub)</b></a> Explore training, preprocessing, and benchmark scripts<br>
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+ ✉️ <a href="mailto:flair@ign.fr"><b>Contact Us</b></a> flair@ign.fr – Questions or collaboration inquiries welcome!<br>
 
 
 
 
 
 
 
 
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  ## 🎯 Key Figures
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  <table>
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  <tr><td>🗺️</td><td>ROI / Area Covered</td><td>➡️ 2,822 ROIs / 2,528 km²</td></tr>
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  <tr><td>🧠</td><td>Modalities</td><td>➡️ 6 modalities</td></tr>
 
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  <tr><td>📁</td><td>Total Files</td><td>➡️ ~2.5 million</td></tr>
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  <tr><td>💾</td><td>Total Dataset Size</td><td>➡️ ~750 GB</td></tr>
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  </table>
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  ### 🗂️ Data Modalities Overview
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  <table>
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  <thead>
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  <tr>
 
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  </tbody>
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  </table>
 
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+ <p align="center"><img src="datacard_imgs/FLAIR-HUB_Patches.png" alt="" style="width:100%;max-width:1300px;" /></p>
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  ### 🏷️ Supervision