README.md

metadata

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.

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