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: 304516774.52
      num_examples: 6135
  download_size: 297553264
  dataset_size: 304516774.52
configs:
  - config_name: default
    data_files:
      - split: test
        path: data/test-*

WikiART Face

WikiART Face is a collection of faces from paintings extracted from WikiART.

WikiART face is inspired by CelebA, one of the largest human-face image sets, and we follow the same process pipeline to generate the face image from the original portrait.

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

Art Movement	Num of Images
abstract-expressionism	19
ecole-de-paris	19
expressionism	435
impressionism	705
naive-art-primitivism	66
neo-impressionism	37
neoclassicism	2
post-impressionism	414
realism	1440
rococo	910
romanticism	1441
surrealism	73
symbolism	574
All	6135