# Description

The vl-oxford-iiit-pets dataset by [Visual Layer](https://visual-layer.com) is a sanitized version of the original [Oxford IIIT Pet](https://www.robots.ox.ac.uk/~vgg/data/pets/) dataset. 
This dataset comprises 37 categories of pet images, with approximately 200 images per class with variations in scale, pose, and lighting.

The following are issues found in the original dataset and removed in this 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


# About Visual-Layer

<div align="center">
<a href="https://www.visual-layer.com">
  <img alt="Visual Layer Logo" src="https://github.com/visual-layer/visuallayer/blob/main/imgs/vl_horizontal_logo.png?raw=true" alt="Logo" width="400">
</a>
</div>


Visual Layer is founded by the authors of [XGBoost](https://github.com/apache/tvm), [Apache TVM](https://github.com/apache/tvm) & [Turi Create](https://github.com/apple/turicreate) - [Danny Bickson](https://www.linkedin.com/in/dr-danny-bickson-835b32), [Carlos Guestrin](https://www.linkedin.com/in/carlos-guestrin-5352a869) and [Amir Alush](https://www.linkedin.com/in/amiralush).

Learn more about Visual Layer [here](https://visual-layer.com).
task_categories:image-classification license:cc-by-sa-4.0 region:us
{"license": "cc-by-sa-4.0", "task_categories": ["image-classification"], "dataset_info": {"features": [{"name": "path", "dtype": "string"}, {"name": "label", "dtype": "string"}, {"name": "dog", "dtype": "bool"}, {"name": "image", "dtype": "image"}], "splits": [{"name": "train", "num_bytes": 231255601.70054126, "num_examples": 7281}], "download_size": 230967271, "dataset_size": 231255601.70054126}}
TAGS
#task_categories-image-classification #license-cc-by-sa-4.0 #region-us 

Description
===========


The vl-oxford-iiit-pets dataset by Visual Layer is a sanitized version of the original Oxford IIIT Pet dataset.
This dataset comprises 37 categories of pet images, with approximately 200 images per class with variations in scale, pose, and lighting.


The following are issues found in the original dataset and removed in this dataset:



Learn more - URL


About Visual-Layer
==================



[![Visual Layer Logo](URL alt=)](URL)

Visual Layer is founded by the authors of XGBoost, Apache TVM & Turi Create - Danny Bickson, Carlos Guestrin and Amir Alush.


Learn more about Visual Layer here.



TAGS
#task_categories-image-classification #license-cc-by-sa-4.0 #region-us 
