image
imagewidth (px)
750
4.92k
artist
class label
24 classes
genre
class label
11 classes
style
class label
16 classes
22vincent-van-gogh
4landscape
21Realism
20rembrandt
7religious_painting
4Baroque
16paul-cezanne
6portrait
20Post_Impressionism
17pierre-auguste-renoir
2genre_painting
12Impressionism
9ivan-aivazovsky
10Unknown Genre
23Romanticism
1boris-kustodiev
2genre_painting
3Art_Nouveau
22vincent-van-gogh
10Unknown Genre
21Realism
9ivan-aivazovsky
4landscape
23Romanticism
25albrecht-durer
7religious_painting
17Northern_Renaissance
11john-singer-sargent
6portrait
21Realism
9ivan-aivazovsky
4landscape
23Romanticism
14nicholas-roerich
2genre_painting
24Symbolism
14nicholas-roerich
4landscape
24Symbolism
1boris-kustodiev
6portrait
21Realism
17pierre-auguste-renoir
6portrait
12Impressionism
12marc-chagall
9still_life
15Naive_Art_Primitivism
22vincent-van-gogh
8sketch_and_study
21Realism
7gustave-dore
3illustration
23Romanticism
9ivan-aivazovsky
4landscape
23Romanticism
7gustave-dore
3illustration
23Romanticism
20rembrandt
8sketch_and_study
4Baroque
18pyotr-konchalovsky
4landscape
21Realism
17pierre-auguste-renoir
1cityscape
12Impressionism
13martiros-saryan
8sketch_and_study
9Expressionism
20rembrandt
6portrait
4Baroque
4claude-monet
1cityscape
12Impressionism
14nicholas-roerich
4landscape
24Symbolism
13martiros-saryan
10Unknown Genre
9Expressionism
10ivan-shishkin
8sketch_and_study
21Realism
22vincent-van-gogh
5nude_painting
21Realism
22vincent-van-gogh
6portrait
21Realism
25albrecht-durer
7religious_painting
17Northern_Renaissance
16paul-cezanne
9still_life
20Post_Impressionism
12marc-chagall
10Unknown Genre
15Naive_Art_Primitivism
15pablo-picasso
6portrait
9Expressionism
9ivan-aivazovsky
4landscape
23Romanticism
12marc-chagall
7religious_painting
15Naive_Art_Primitivism
14nicholas-roerich
10Unknown Genre
3Art_Nouveau
19raphael-kirchner
5nude_painting
3Art_Nouveau
20rembrandt
6portrait
4Baroque
17pierre-auguste-renoir
9still_life
12Impressionism
8ilya-repin
6portrait
21Realism
14nicholas-roerich
8sketch_and_study
24Symbolism
6eugene-boudin
4landscape
12Impressionism
17pierre-auguste-renoir
9still_life
12Impressionism
21salvador-dali
2genre_painting
9Expressionism
25albrecht-durer
6portrait
17Northern_Renaissance
16paul-cezanne
4landscape
20Post_Impressionism
22vincent-van-gogh
8sketch_and_study
21Realism
15pablo-picasso
2genre_painting
20Post_Impressionism
16paul-cezanne
6portrait
20Post_Impressionism
19raphael-kirchner
2genre_painting
3Art_Nouveau
22vincent-van-gogh
8sketch_and_study
21Realism
21salvador-dali
10Unknown Genre
12Impressionism
16paul-cezanne
4landscape
20Post_Impressionism
20rembrandt
6portrait
4Baroque
1boris-kustodiev
1cityscape
21Realism
16paul-cezanne
4landscape
12Impressionism
1boris-kustodiev
5nude_painting
21Realism
14nicholas-roerich
4landscape
24Symbolism
25albrecht-durer
6portrait
17Northern_Renaissance
25albrecht-durer
2genre_painting
17Northern_Renaissance
7gustave-dore
3illustration
23Romanticism
14nicholas-roerich
10Unknown Genre
3Art_Nouveau
11john-singer-sargent
2genre_painting
21Realism
9ivan-aivazovsky
10Unknown Genre
23Romanticism
7gustave-dore
3illustration
23Romanticism
17pierre-auguste-renoir
6portrait
12Impressionism
12marc-chagall
2genre_painting
15Naive_Art_Primitivism
8ilya-repin
7religious_painting
21Realism
25albrecht-durer
6portrait
17Northern_Renaissance
4claude-monet
4landscape
12Impressionism
22vincent-van-gogh
2genre_painting
21Realism
21salvador-dali
7religious_painting
24Symbolism
5edgar-degas
6portrait
12Impressionism
17pierre-auguste-renoir
6portrait
12Impressionism
3childe-hassam
1cityscape
12Impressionism
16paul-cezanne
4landscape
12Impressionism
4claude-monet
4landscape
12Impressionism
2camille-pissarro
1cityscape
12Impressionism
22vincent-van-gogh
4landscape
20Post_Impressionism
4claude-monet
2genre_painting
12Impressionism
7gustave-dore
3illustration
23Romanticism
14nicholas-roerich
4landscape
24Symbolism
17pierre-auguste-renoir
10Unknown Genre
12Impressionism
4claude-monet
1cityscape
12Impressionism
11john-singer-sargent
1cityscape
12Impressionism
18pyotr-konchalovsky
2genre_painting
20Post_Impressionism
1boris-kustodiev
1cityscape
3Art_Nouveau
17pierre-auguste-renoir
5nude_painting
12Impressionism
16paul-cezanne
2genre_painting
12Impressionism
12marc-chagall
10Unknown Genre
9Expressionism
5edgar-degas
4landscape
12Impressionism
8ilya-repin
6portrait
21Realism
5edgar-degas
4landscape
12Impressionism
14nicholas-roerich
4landscape
24Symbolism
15pablo-picasso
2genre_painting
12Impressionism
2camille-pissarro
4landscape
12Impressionism
20rembrandt
10Unknown Genre
4Baroque
15pablo-picasso
9still_life
7Cubism

Dataset Summary

Dataset containing 81,444 pieces of visual art from various artists, taken from WikiArt.org, along with class labels for each image :

  • "artist" : 129 artist classes, including a "Unknown Artist" class
  • "genre" : 11 genre classes, including a "Unknown Genre" class
  • "style" : 27 style classes

On WikiArt.org, the description for the "Artworks by Genre" page reads :

A genre system divides artworks according to depicted themes and objects. A classical hierarchy of genres was developed in European culture by the 17th century. It ranked genres in high – history painting and portrait, - and low – genre painting, landscape and still life. This hierarchy was based on the notion of man as the measure of all things. Landscape and still life were the lowest because they did not involve human subject matter. History was highest because it dealt with the noblest events of humanity. Genre system is not so much relevant for a contemporary art; there are just two genre definitions that are usually applied to it: abstract or figurative.

The "Artworks by Style" page reads :

A style of an artwork refers to its distinctive visual elements, techniques and methods. It usually corresponds with an art movement or a school (group) that its author is associated with.

Dataset Structure

  • "image" : image
  • "artist" : 129 artist classes, including a "Unknown Artist" class
  • "genre" : 11 genre classes, including a "Unknown Genre" class
  • "style" : 27 style classes

Source Data

Files taken from this archive, curated from the WikiArt website.

Additional Information

Note:

  • The WikiArt dataset can be used only for non-commercial research purpose.
  • The images in the WikiArt dataset were obtained from WikiArt.org.
  • The authors are neither responsible for the content nor the meaning of these images.

By using the WikiArt dataset, you agree to obey the terms and conditions of WikiArt.org.

Contributions

gigant added this dataset to the hub.

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Models trained or fine-tuned on huggan/wikiart