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---
dataset_info:
features:
- name: image
dtype: image
- name: id
dtype: string
- name: title
dtype: string
- name: url
dtype: string
- name: artistUrl
dtype: string
- name: artistName
dtype: string
- name: artistId
dtype: string
- name: completitionYear
dtype: int64
- name: dictionaries
sequence: string
- name: location
dtype: string
- name: period
struct:
- name: id
dtype: string
- name: title
dtype: string
- name: serie
struct:
- name: id
dtype: string
- name: title
dtype: string
- name: genres
sequence: string
- name: styles
sequence: string
- name: media
sequence: string
- name: sizeX
dtype: float64
- name: sizeY
dtype: float64
- name: diameter
dtype: float64
- name: galleries
sequence: string
- name: tags
sequence: string
- name: description
dtype: string
- name: width
dtype: int64
- name: height
dtype: int64
- name: group
dtype: string
splits:
- name: test
num_bytes: 4300047463.370933
num_examples: 63061
download_size: 4289871770
dataset_size: 4300047463.370933
configs:
- config_name: default
data_files:
- split: test
path: data/test-*
---
# WikiART Image Datasets
WikiART image dataset is a collection of paintings extracted from [WikiART](https://www.wikiart.org/).
<p align="center">
<img src="assets/wikiart_general.png" width="650"><br>
</p>
The dataset contains following meta attributes from WikiART entry:
- 'image', 'id', 'title', 'url', 'artistUrl', 'artistName', 'artistId', 'completitionYear', 'dictionaries', 'location', 'period', 'serie', 'genres', 'styles', 'media', 'sizeX', 'sizeY', 'diameter', 'galleries', 'tags', 'description', 'width', 'height', 'group'
***Statistics per Art Movement***
An art movement is assigned to each image.
| Art Movement | Num of Images |
|:--------------|------:|
| baroque | 5483 |
| expressionism | 6369 |
| impressionism | 9895 |
| neoclassicism | 14 |
| realism | 12460 |
| rococo | 3262 |
| romanticism | 12993 |
| surrealism | 4922 |
| symbolism | 7663 |
| All | 63061 |
***Statistics per Art Genre***
An image can have multiple genres.
| Art Genre | Num of Images |
|:----------------------|------:|
| abstract | 809 |
| advertisement | 15 |
| allegorical painting | 553 |
| animal painting | 1111 |
| animation | 2 |
| architecture | 3 |
| battle painting | 364 |
| calligraphy | 3 |
| capriccio | 74 |
| caricature | 374 |
| cityscape | 3495 |
| cloudscape | 373 |
| design | 568 |
| figurative | 1015 |
| flower painting | 778 |
| furniture | 3 |
| genre painting | 10608 |
| history painting | 819 |
| icon | 15 |
| illustration | 1372 |
| installation | 43 |
| interior | 507 |
| landscape | 11628 |
| literary painting | 513 |
| marina | 1772 |
| miniature | 1 |
| mosaic | 2 |
| mythological painting | 1354 |
| nude painting (nu) | 1449 |
| panorama | 11 |
| pastorale | 82 |
| photo | 261 |
| portrait | 13604 |
| poster | 79 |
| quadratura | 16 |
| religious painting | 3087 |
| sculpture | 657 |
| self-portrait | 846 |
| sketch and study | 2452 |
| still life | 1224 |
| symbolic painting | 1503 |
| tapestry | 3 |
| tessellation | 121 |
| trompe-l'œil | 19 |
| tronie | 147 |
| utensil | 4 |
| vanitas | 17 |
| veduta | 165 |
| wildlife painting | 203 |
|