license:other region:us
---
license: other
dataset_info:
  features:
  - name: image
    dtype: image
  - name: label
    dtype:
      class_label:
        names:
          '0': female
          '1': male
  splits:
  - name: train
    num_bytes: 2674924572.386
    num_examples: 27412
  - name: validation
    num_bytes: 192330079.038
    num_examples: 1959
  download_size: 2704339198
  dataset_size: 2867254651.4240003
---

[![image](https://raw.githubusercontent.com/visual-layer/visuallayer/main/imgs/vl_horizontal_logo.png)](https://www.visual-layer.com)

# Description

The `vl-celeba-hq` is a sanitized version of the original CelebA-HQ dataset.

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>1.67%</div></td>
            <td style="text-align: left;"><div>3,389</div></td>
        </tr>
        <tr>
            <td style="text-align: left;">Outliers</td>
            <td style="text-align: left;"><div>0.08%</div></td>
            <td style="text-align: left;"><div>157</div></td>
        </tr>
        <tr>
            <td style="text-align: left;">Blur</td>
            <td style="text-align: left;"><div>0.51%</div></td>
            <td style="text-align: left;"><div>1,037</div></td>
        </tr>
        <tr>
            <td style="text-align: left;">Dark</td>
            <td style="text-align: left;"><div>0.001%</div></td>
            <td style="text-align: left;"><div>2</div></td>
        </tr>
        <tr>
            <td style="text-align: left;">Mislabels</td>
            <td style="text-align: left;"><div>0.01%</div></td>
            <td style="text-align: left;"><div>13</div></td>
        </tr>
        <tr>
            <td style="text-align: left;">Leakage</td>
            <td style="text-align: left;"><div>0.09%</div></td>
            <td style="text-align: left;"><div>188</div></td>
        </tr>
        <tr>
            <td style="text-align: left; font-weight: bold;">Total</td>
            <td style="text-align: left; font-weight: bold;"><div>2.362%</div></td>
            <td style="text-align: left; font-weight: bold;"><div>4,786</div></td>
        </tr>
    </tbody>
</table>


Learn more - https://docs.visual-layer.com/docs/available-datasets#vl-celeba-hq


# 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).