Update datasets.html

Author: linyijun

datasets.html

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-  <h2 style="font-size: 2.5rem">ICDAR2024 MapText Competition (English)"</h2>
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+      <h2 style="font-size: 2.5rem">ICDAR2024 MapText Competition (English)</h2>
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       <p style="font-size: 1.2rem">We host <a href="https://rrc.cvc.uab.es/?ch=28&com=introduction">ICDAR2024 MapText Competition</a>, aiming to detect, recognize, and link text on diverse historical maps.</p>
-      <p style="font-size: 1.2rem">In the competition, we propose <strong>a new map benchmark dataset</strong> for training, validation, and evaluation, containing 940 images crops (2K×2K pixel tile) from ~900 distinct representative maps in the David Rumsey Collection. 
-        The <a href="https://www.davidrumsey.com/">David Rumsey Collection</a> hosts an extensive set of over 126,000 maps spanning maps from the 16th to the 21st century that encompass regions from every continent, the Pacific, the Arctic, and the entirety of the World. See <a href="https://link.springer.com/chapter/10.1007/978-3-031-70552-6_22">more details</a></p>
-      <h3 style="font-size: 1.5rem">Training Data and Validation Data</h3>
-      <p style="font-size: 1.2rem"><strong>Train Data Link:</strong> <a href="https://s3.msi.umn.edu/icdar24-competition-data/icdar24-train-png.zip">https://s3.msi.umn.edu/icdar24-competition-data/icdar24-train-png.zip</a>
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+      <p style="font-size: 1.2rem">In the competition, we propose <strong>a new map benchmark dataset</strong>, containing 940 images crops (2K×2K pixel tiles), selected from ~900 distinct representative maps in the David Rumsey Collection. 
+        The <a href="https://www.davidrumsey.com/">David Rumsey Collection</a> hosts an extensive set of over 126,000 maps spanning maps from the 16th to the 21st century that encompass regions from every continent, the Pacific, the Arctic, and the entirety of the World. See <a href="https://link.springer.com/chapter/10.1007/978-3-031-70552-6_22">more details.</a></p>
+      <p style="font-size: 1.2rem"><strong>Train Data Link:</strong> <a href="https://s3.msi.umn.edu/icdar24-competition-data/icdar24-train-png.zip">https://s3.msi.umn.edu/icdar24-competition-data/icdar24-train-png.zip</a></p>
       <p style="font-size: 1.2rem"><strong>Validation Data Link:</strong> <a href="https://s3.msi.umn.edu/icdar24-competition-data/icdar24-val-png.zip">https://s3.msi.umn.edu/icdar24-competition-data/icdar24-val-png.zip</a></p>
       <p style="font-size: 1.2rem"><strong>Test Data Link:</strong> Coming soon.</p>
 
       <h3 style="font-size: 1.5rem">Citation</h3>
       <p style="font-size: 1.2rem"> Li, Z., Lin, Y., Chiang, Y.Y., Weinman, J., Tual, S., Chazalon, J., Perret, J., Duménieu, B. and Abadie, N., 2024, August. ICDAR 2024 competition on historical map text detection, recognition, and linking. In International Conference on Document Analysis and Recognition (pp. 363-380). Cham: Springer Nature Switzerland. </p>
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       <h3 style="font-size: 1.5rem">Annotation Details</h3>
       <p style="font-size: 1.2rem"> Please refer to the <a href="https://docs.google.com/document/d/1t7GvC5KN8WlAUq9UKIBPl-8dst19IR1lSx3jvFoGMpg/edit?usp=sharing"> guideline document</a> for annotation details. Contact Yijun Lin or Zekun Li if you have any questions. </p>
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