--- 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](https://www.wikiart.org/).


WikiART face is inspired by [CelebA](https://mmlab.ie.cuhk.edu.hk/projects/CelebA.html), 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 |