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