Update README.md

vl-oxford-iiit-pets is a sanitized version of the original Oxford IIIT Pet dataset. The vl-oxford-iiit-pets is free from the aforementioned dataset issues.

In the original dataset, the following issues were found and removed in the dataset:

<table>
<thead>
<tr>
<th style="text-align: left;">Category</th>
<th style="text-align: left;">Percentage</th>
<th style="text-align: left;">Count</th>
</tr>
</thead>
<tbody>
<tr>
<td style="text-align: left;">Duplicates</td>
<td style="text-align: left;"><div>1.016%</div></td>
<td style="text-align: left;"><div>75</div></td>
</tr>
<tr>
<td style="text-align: left;">Outliers</td>
<td style="text-align: left;"><div>0.1%</div></td>
<td style="text-align: left;"><div>7</div></td>
</tr>
<tr>
<td style="text-align: left;">Dark</td>
<td style="text-align: left;"><div>0.05%</div></td>
<td style="text-align: left;"><div>4</div></td>
</tr>
<tr>
<td style="text-align: left;">Leakage</td>
<td style="text-align: left;"><div>0.31%</div></td>
<td style="text-align: left;"><div>23</div></td>
</tr>
<tr>
<td style="text-align: left; font-weight: bold;">Total</td>
<td style="text-align: left; font-weight: bold;"><div>1.48%</div></td>
<td style="text-align: left; font-weight: bold;"><div>132</div></td>
</tr>
</tbody>
</table>

Learn more - https://docs.visual-layer.com/docs/available-datasets#vl-oxford-iiit-pets

README.md

@@ -16,4 +16,6 @@ dataset_info:
     num_examples: 7281
   download_size: 230967271
   dataset_size: 231255601.70054126
----
+task_categories:
+- image-classification
+---