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
Figure 1: Pipeline to produce single WikiART Face image.
WikiART Face is a collection of face from paintings. Inspired by the largest human-face image set CelebA, we process all the portraits from WikiART with the pipeline described in Figure 1. As the final step, we blur the corner of each image so that model can pay more attention on the face rather than the background. We release both version of the dataset w/wo the final blur step. Below table shows the image size per each art movement.
| Art Movement | WikiART Face |
|---|---|
| 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 |