keremberke/yolov8m-painting-classification
Image Classification
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Updated
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4.76k
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1
Datasets:
Tasks:
Image Classification
Size:
1K - 10K
image_file_path
stringlengths 267
382
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imagewidth (px) 416
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class label 27
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zip://Abstract_Expressionism/alexander-calder_three-bollards-1970_jpg.rf.3e6b773fbb099deab0e2a934977cb88c.jpg::https://huggingface.co/datasets/keremberke/painting-style-classification/resolve/main/data/train.zip | 26Abstract_Expressionism
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zip://Abstract_Expressionism/alexander-liberman_erg-series-1977_jpg.rf.ed2ba11060831f789ba100b051d592d5.jpg::https://huggingface.co/datasets/keremberke/painting-style-classification/resolve/main/data/train.zip | 26Abstract_Expressionism
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zip://Abstract_Expressionism/arthur-pinajian_untitled-landscape-bellport-no-0001-1985_jpg.rf.8083ffec54b245137d27c5aba00509ee.jpg::https://huggingface.co/datasets/keremberke/painting-style-classification/resolve/main/data/train.zip | 26Abstract_Expressionism
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zip://Abstract_Expressionism/atsuko-tanaka_untitled-painted-with-akira-kanayama-1993_jpg.rf.112ab767c2185fb3bb2635674d32067c.jpg::https://huggingface.co/datasets/keremberke/painting-style-classification/resolve/main/data/train.zip | 26Abstract_Expressionism
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zip://Abstract_Expressionism/cy-twombly_myo_jpg.rf.51dc6a7435ce216b0c5f58f2dc4a8330.jpg::https://huggingface.co/datasets/keremberke/painting-style-classification/resolve/main/data/train.zip | 26Abstract_Expressionism
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zip://Abstract_Expressionism/dan-christensen_ray-2000_jpg.rf.37fb72d44855666f8420760010d41e2e.jpg::https://huggingface.co/datasets/keremberke/painting-style-classification/resolve/main/data/train.zip | 26Abstract_Expressionism
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zip://Abstract_Expressionism/forrest-bess_tab-tied-to-the-moon-film-1957_jpg.rf.c744012fe95a36864bf3ae0540a049e0.jpg::https://huggingface.co/datasets/keremberke/painting-style-classification/resolve/main/data/train.zip | 26Abstract_Expressionism
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zip://Abstract_Expressionism/manabu-mabe_alvorada-da-industria-1966_jpg.rf.95967e26294b70c2d61e4417e77a6844.jpg::https://huggingface.co/datasets/keremberke/painting-style-classification/resolve/main/data/train.zip | 26Abstract_Expressionism
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zip://Abstract_Expressionism/mark-rothko_not_detected_242115_jpg.rf.4367072c281e07f688047b6eee9061ec.jpg::https://huggingface.co/datasets/keremberke/painting-style-classification/resolve/main/data/train.zip | 26Abstract_Expressionism
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zip://Abstract_Expressionism/milton-resnick_untitled-1960-1_jpg.rf.55a55da698b0c5d07f1fd1b8a2bb3f08.jpg::https://huggingface.co/datasets/keremberke/painting-style-classification/resolve/main/data/train.zip | 26Abstract_Expressionism
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zip://Abstract_Expressionism/morris-graves_machine-age-noise-1957_jpg.rf.a5477a2231e504fd8d2c9c79ef2bb6dc.jpg::https://huggingface.co/datasets/keremberke/painting-style-classification/resolve/main/data/train.zip | 26Abstract_Expressionism
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zip://Abstract_Expressionism/norman-bluhm_green-frost-1957_jpg.rf.24a6ed2fe0df7e95f673bbf04e682010.jpg::https://huggingface.co/datasets/keremberke/painting-style-classification/resolve/main/data/train.zip | 26Abstract_Expressionism
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zip://Abstract_Expressionism/paul-jenkins_not_detected_235698_jpg.rf.767f2c5f01b1df336083639810ce1415.jpg::https://huggingface.co/datasets/keremberke/painting-style-classification/resolve/main/data/train.zip | 26Abstract_Expressionism
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zip://Abstract_Expressionism/paul-jenkins_not_detected_235703_jpg.rf.927c7fa1a7769a13bd09c2ea5d7ff6c3.jpg::https://huggingface.co/datasets/keremberke/painting-style-classification/resolve/main/data/train.zip | 26Abstract_Expressionism
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zip://Abstract_Expressionism/paul-jenkins_not_detected_235711_jpg.rf.ff03594fec4d61f2f166fdd6ba7e9416.jpg::https://huggingface.co/datasets/keremberke/painting-style-classification/resolve/main/data/train.zip | 26Abstract_Expressionism
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zip://Abstract_Expressionism/paul-jenkins_phenomena-cave-of-the-prism-winds-year_jpg.rf.e8c8980ea549d52839db5fe85b02bda0.jpg::https://huggingface.co/datasets/keremberke/painting-style-classification/resolve/main/data/train.zip | 26Abstract_Expressionism
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zip://Abstract_Expressionism/paul-jenkins_phenomena-franklin-s-kite-1973_jpg.rf.d53ce0b5fa016e8315139ec7ef408cf5.jpg::https://huggingface.co/datasets/keremberke/painting-style-classification/resolve/main/data/train.zip | 26Abstract_Expressionism
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zip://Abstract_Expressionism/perle-fine_a-near-distance-1961_jpg.rf.f02bbfa1dfd09905bd20ef6e7eb41b0c.jpg::https://huggingface.co/datasets/keremberke/painting-style-classification/resolve/main/data/train.zip | 26Abstract_Expressionism
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zip://Abstract_Expressionism/perle-fine_sunblinded-1946_jpg.rf.8c3799beea9f4badbe9a4a372a38151b.jpg::https://huggingface.co/datasets/keremberke/painting-style-classification/resolve/main/data/train.zip | 26Abstract_Expressionism
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zip://Abstract_Expressionism/philip-guston_untitled-3_jpg.rf.68992c0ed98bd4984827e670b2f52fe0.jpg::https://huggingface.co/datasets/keremberke/painting-style-classification/resolve/main/data/train.zip | 26Abstract_Expressionism
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zip://Abstract_Expressionism/rafa-nasiri_untitled-023-1979_jpg.rf.7b16ff97ec1be673089b80f7de91f18c.jpg::https://huggingface.co/datasets/keremberke/painting-style-classification/resolve/main/data/train.zip | 26Abstract_Expressionism
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zip://Abstract_Expressionism/ralph-hotere_untitled-1988_jpg.rf.d630045e46f0147357179f68349566e0.jpg::https://huggingface.co/datasets/keremberke/painting-style-classification/resolve/main/data/train.zip | 26Abstract_Expressionism
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zip://Abstract_Expressionism/raoul-ubac_composition_jpg.rf.5a2ff03f19c3ed4e50c80957504244dd.jpg::https://huggingface.co/datasets/keremberke/painting-style-classification/resolve/main/data/train.zip | 26Abstract_Expressionism
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End of preview. Expand
in Dataset Viewer.
Dataset Labels
['Realism', 'Art_Nouveau_Modern', 'Analytical_Cubism', 'Cubism', 'Expressionism', 'Action_painting', 'Synthetic_Cubism', 'Symbolism', 'Ukiyo_e', 'Naive_Art_Primitivism', 'Post_Impressionism', 'Impressionism', 'Fauvism', 'Rococo', 'Minimalism', 'Mannerism_Late_Renaissance', 'Color_Field_Painting', 'High_Renaissance', 'Romanticism', 'Pop_Art', 'Contemporary_Realism', 'Baroque', 'New_Realism', 'Pointillism', 'Northern_Renaissance', 'Early_Renaissance', 'Abstract_Expressionism']
Number of Images
{'valid': 1295, 'train': 4493, 'test': 629}
How to Use
- Install datasets:
pip install datasets
- Load the dataset:
from datasets import load_dataset
ds = load_dataset("keremberke/painting-style-classification", name="full")
example = ds['train'][0]
Roboflow Dataset Page
https://universe.roboflow.com/art-dataset/wiki-art/dataset/1
Citation
@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 2023-01-18 },
}
License
CC BY 4.0
Dataset Summary
This dataset was exported via roboflow.ai on March 9, 2022 at 1:47 AM GMT
It includes 6417 images. 27 are annotated in folder format.
The following pre-processing was applied to each image:
- Auto-orientation of pixel data (with EXIF-orientation stripping)
- Resize to 416x416 (Stretch)
No image augmentation techniques were applied.
- Downloads last month
- 529
Size of downloaded dataset files:
215 MB
Size of the auto-converted Parquet files:
219 MB
Number of rows:
6,573
