size_categories:10K<n<100K format:parquet modality:image modality:text library:datasets library:dask library:mlcroissant library:polars region:us
---
dataset_info:
  features:
  - name: title
    dtype: string
  - name: artist
    dtype: string
  - name: date
    dtype: string
  - name: genre
    dtype: string
  - name: style
    dtype: string
  - name: description
    dtype: string
  - name: filename
    dtype: string
  - name: image
    dtype: image
  - name: embeddings_pca512
    sequence: float32
  - name: image_numpy
    sequence:
      sequence:
        sequence: uint8
  - name: CLIPVisionModelWithProjection_image_embeds
    sequence: int64
  splits:
  - name: train
    num_bytes: 32673618338.551937
    num_examples: 57529
  - name: test
    num_bytes: 10891584746.448061
    num_examples: 19177
  download_size: 22258939116
  dataset_size: 43565203085.0
configs:
- config_name: default
  data_files:
  - split: train
    path: data/train-*
  - split: test
    path: data/test-*
---
<p align="center"><h1> WikiArt Dataset</h1></p>

This is a Dataset Repository of **Cleaned** WikiArt Dataset, specifically on *Date* and *Artist*.

- **Title (string)**: the title of the painting
- **artist (string)**: the artist's name for the painting. Only two has special characters "Marevna (Marie Vorobieff)" and "Petro Kholodny (Elder)"
- **date (string)**: the published date of the painting in the format of year, e.g. 1950. There is no None for date.
- **genre (string in classes)**: type of content for the painting. In total 42 unique categories, from large proportion to smaller proportion, such as portrait (13027), landscape(11453) ... None(735)...calligraphy(12), shan shui(10)
- **style (string in classes)**: artistic style of the painting. In total 133 unique categories,such as Impressionism(8271),Realism(8167) ...None(468)...Kinetic Art(2), Renaissance(1). Note that some big categories should be able to merge, however, since we don't care about styles that much, we didn't merge them together.
- **description (string)**: with in the format of "artist/title/style/genre/date"
- **filename (string)**: the filename ending in .jpg
- **image (px)**: the actual image
- **embeddings_pca512 (sequence)**: a list of floats with length 512

This dataset is inherited from [Artificio/WikiArt](https://huggingface.co/datasets/Artificio/WikiArt)
