michaelrodcs/wikiart-21-styles-optimized
WikiArt 21 Styles (Optimized & Curated) This dataset is a processed version of the WikiArt collection, specifically curated for training the ArtEra style classifier. It contains over 76,000 images organized into 21 distinct artistic movements. 📂 Content The data is provided as a single .zip archive for efficient download and storage. Format: Images organized in subfolders by style. Processing: Images were filtered to remove noise and ensure label consistency… See the full description on the dataset page: https://huggingface.co/datasets/michaelrodcs/wikiart-21-styles-optimized.
WikiArt 21 Styles (Optimized & Curated)
This dataset is a processed version of the WikiArt collection, specifically curated for training the ArtEra style classifier. It contains over 76,000 images organized into 21 distinct artistic movements.
📂 Content
The data is provided as a single .zip archive for efficient download and storage.
- Format: Images organized in subfolders by style.
- Processing: Images were filtered to remove noise and ensure label consistency across 21 classes.
🎨 Styles Included
Abstract Expressionism, Art Nouveau Modern, Baroque, Color Field Painting, Cubism, Early Renaissance, Expressionism, Fauvism, High Renaissance, Impressionism, Mannerism Late Renaissance, Minimalism, Naive Art Primitivism, Northern Renaissance, Pop Art, Post Impressionism, Realism, Rococo, Romanticism, Symbolism, Ukiyo-e.
🚀 How to use
You can download the dataset_art_styles.zip file directly from this repository and extract it to recreate the dataset_opt directory structure used during the ArtEra training phases.
⚖️ License & Attribution
This dataset is for non-commercial, educational, and research purposes only, in accordance with the original WikiArt terms of use.