Update README.md

README.md

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-# Detection datasets
+<div align="center">
 
-*Easily load and transform datasets for object detection.*
+<p><img src="https://raw.githubusercontent.com/blinjrm/detection-datasets/main/images/dd_logo.png" alt="logo" width="100"/></p>
+<p><br></p>
+<h1 id="detection-datasets">Detection datasets</h1>
+<p><br></p>
+<p><em>Easily load and transform datasets for object detection.</em></p>
+<p></div>
+<br></p>
+<hr>
+<p><strong>Documentation</strong>: <a href="https://blinjrm.github.io/detection-datasets/">https://blinjrm.github.io/detection-datasets/</a></p>
+<p><strong>Source Code</strong>: <a href="https://github.com/blinjrm/detection-datasets">https://github.com/blinjrm/detection-datasets</a></p>
+<p><strong>Datasets on Hugging Face Hub</strong>: <a href="https://huggingface.co/detection-datasets">https://huggingface.co/detection-datasets</a></p>
+<hr>
+<p><br></p>
+<p><code>detection_datasets</code> aims to make it easier to work with detection datasets.  </p>
+<p>This library works alongside the <a href="https://huggingface.co/detection-datasets">Detection dataset</a> organisation on the 🤗 Hub, where some detection datasets have been uploaded in the format expected by the library, and are ready to use.  </p>
+<p>The main features are:</p>
+<ul>
+<li><strong>Read</strong> the dataset :<ul>
+<li>From disk if it has already been downloaded.</li>
+<li>Directly from the Hugging Face Hub if it <a href="https://huggingface.co/detection-datasets">already exist</a>.</li>
+</ul>
+</li>
+<li><strong>Transform</strong> the dataset:<ul>
+<li>Select a subset of data.</li>
+<li>Remap categories.</li>
+<li>Create new train-val-test splits.</li>
+</ul>
+</li>
+<li><strong>Visualize</strong> the annotations and images.</li>
+<li><strong>Write</strong> the dataset:<ul>
+<li>To disk, selecting the target detection format: <code>COCO</code>, <code>YOLO</code> and more to come.</li>
+<li>To the Hugging Face Hub for easy reuse in a different environment and share with the community.</li>
+</ul>
+</li>
+</ul>
+<p><br></p>
+<div align="center">
 
-`detection_datasets` aims to make it easier to work with detection datasets.  
-
-It is both an organisation sharing detection datasets on the 🤗 Hub, and a Python library to load, transform and export detection datasets to multiple formats corresponding to object detection frameworks / models. 
-
----
-
-**Documentation**: https://blinjrm.github.io/detection-datasets/  
-
-**Source Code**: https://github.com/blinjrm/detection-datasets  
-
----
-  
-**More datasets to come! 🔥**
+<hr>
+<p><em>Read the <a href="https://github.com/blinjrm/detection-datasets/blob/main/README.md#getting-started">quick start</a>, or directly jump to the tutorials:</em></p>
+<table>
+<thead>
+<tr>
+<th>Goal</th>
+<th style="text-align:center">Tutorial</th>
+<th style="text-align:center">Colab</th>
+</tr>
+</thead>
+<tbody>
+<tr>
+<td>Load from disk and upload to the Hub</td>
+<td style="text-align:center"><a href="https://blinjrm.github.io/detection-datasets/tutorials/1_Read/">Open in the docs</a></td>
+<td style="text-align:center"><a href="https://colab.research.google.com/github/blinjrm/detection-datasets/blob/main/docs/tutorials/1_Read.ipynb"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"></a></td>
+</tr>
+<tr>
+<td>Load from the Hub and transform</td>
+<td style="text-align:center"><a href="https://blinjrm.github.io/detection-datasets/tutorials/2_Transform/">Open in the docs</a></td>
+<td style="text-align:center"><a href="https://colab.research.google.com/github/blinjrm/detection-datasets/blob/main/docs/tutorials/2_Transform.ipynb"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"></a></td>
+</tr>
+</tbody>
+</table>
+<hr>