https://github.com/imfing/ava_downloader

:arrow_double_down: Download AVA dataset (A Large-Scale Database for Aesthetic Visual Analysis)
https://github.com/imfing/ava_downloader

aesthetic-visual-analysis ava computer-vision dataset python

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:arrow_double_down: Download AVA dataset (A Large-Scale Database for Aesthetic Visual Analysis)

• Host: GitHub
• URL: https://github.com/imfing/ava_downloader
• Owner: imfing
• Created: 2016-11-13T02:20:32.000Z (about 8 years ago)
• Default Branch: master
• Last Pushed: 2024-02-14T21:07:34.000Z (12 months ago)
• Last Synced: 2025-01-26T14:05:24.277Z (11 days ago)
• Topics: aesthetic-visual-analysis, ava, computer-vision, dataset, python
• Homepage:
• Size: 4.12 MB
• Stars: 404
• Watchers: 6
• Forks: 73
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# :flower_playing_cards: AVA Dataset

**A Large-Scale Database for Aesthetic Visual Analysis**

## Dataset Download

#### Kaggle

[AVA- Aesthetic Visual Analysis](https://www.kaggle.com/datasets/nicolacarrassi/ava-aesthetic-visual-assessment?resource=download)

#### HuggingFace

[Iceclear/AVA · Datasets at Hugging Face](https://huggingface.co/datasets/Iceclear/AVA)

#### MEGA Cloud

Link: **[AVA Dataset](https://mega.nz/folder/9b520Lzb#2gIa1fgAzr677dcHKxjmtQ)**

The entire dataset has been split into **64 7z files**. Download **all** the zip files, unzip the first file and it should work. About **32GB** and **255,500** picture files.

#### Torrent

Download the **[torrent file](http://academictorrents.com/download/71631f83b11d3d79d8f84efe0a7e12f0ac001460.torrent)** and open with [uTorrent](http://www.utorrent.com/) or other clients.

Magnet link is also supported. Check http://academictorrents.com/details/71631f83b11d3d79d8f84efe0a7e12f0ac001460 for more details.

Note: The downloading process could be unstable due to the network condition of torrent servers. If so, use Mega instead.

## Reference

**Bibtex:**

```bibtex

@INPROCEEDINGS{6247954,

  author={Murray, Naila and Marchesotti, Luca and Perronnin, Florent},

  booktitle={2012 IEEE Conference on Computer Vision and Pattern Recognition},

  title={AVA: A large-scale database for aesthetic visual analysis},

  year={2012},

  volume={},

  number={},

  pages={2408-2415},

  keywords={Semantics;Visualization;Communities;Visual databases;Image color analysis;Social network services},

  doi={10.1109/CVPR.2012.6247954}}

```

  Outdated Comments

[http://www.lucamarchesotti.com/](http://www.lucamarchesotti.com/) contains the download link

For the sake of convenience, I put the download link above (via [Reddit](https://redd.it/5sa3ag))

AVA is a large-Scale database for aesthetic visual analysis containing 250000+ photos from dpchallenge.com.

Happy downloading~ :sunglasses:

Fing

2016-11-13