wiki art Computer Vision Project

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Art Classification Dataset

This classification dataset contains artistic movement art images that ranges from Abstract Expressionism to Pop Art.

Classes

  • Abstract_Expressionism
  • Action_painting
  • Analytical_Cubism
  • Art_Nouveau_Modern
  • Baroque
  • Color_Field_Painting
  • Contemporary_Realism
  • Cubism
  • Early_Renaissance
  • Expressionism
  • Fauvism
  • High_Renaissance
  • Impressionism
  • Mannerism_Late_Renaissance
  • Minimalism
  • Naive_Art_Primitivism
  • New_Realism
  • Northern_Renaissance
  • Pointillism
  • Pop_Art
  • Post_Impressionism
  • Realism
  • Rococo
  • Romanticism
  • Symbolism
  • Synthetic_Cubism
  • Ukiyo_e

Using this computer vision model

The computer vision model that's been trained for this dataset can be used to help identify art from the artistic movement classes above.

Trained Model API

This project has a trained model available that you can try in your browser and use to get predictions via our Hosted Inference API and other deployment methods.

Cite this Project

If you use this dataset in a research paper, please cite it using the following BibTeX:

@misc{ wiki-art_dataset,
    title = { wiki art Dataset },
    type = { Open Source Dataset },
    author = { Art Dataset },
    howpublished = { \url{ https://universe.roboflow.com/art-dataset/wiki-art } },
    url = { https://universe.roboflow.com/art-dataset/wiki-art },
    journal = { Roboflow Universe },
    publisher = { Roboflow },
    year = { 2022 },
    month = { mar },
    note = { visited on 2023-02-01 },
}

Source

Art Dataset

Last Updated

a year ago

Project Type

Classification

Subject

27

Classes

Abstract_Expressionism, Action_painting, Analytical_Cubism, Art_Nouveau_Modern, Baroque, Color_Field_Painting, Contemporary_Realism, Cubism, Early_Renaissance, Expressionism, Fauvism, High_Renaissance, Impressionism, Mannerism_Late_Renaissance, Minimalism, Naive_Art_Primitivism, New_Realism, Northern_Renaissance, Pointillism, Pop_Art, Post_Impressionism, Realism, Rococo, Romanticism, Symbolism, Synthetic_Cubism, Ukiyo_e

License

CC BY 4.0