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README.md
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- split: test
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path: data/test-*
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- split: test
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path: data/test-*
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---
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# WikiART Face
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<p align="center">
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<img src="assets/face_image_pipeline.png" width="700"><br>
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<em>Figure 1: Pipeline to produce single WikiART Face image.</em>
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</p>
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WikiART Face is a collection of face from paintings. Inspired by the largest human-face image set [CelebA](https://mmlab.ie.cuhk.edu.hk/projects/CelebA.html),
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we process all the portraits from WikiART with the pipeline described in Figure 1.
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As the final step, we blur the corner of each image so that model can pay more attention on the face rather than the background.
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We release both version of the dataset w/wo the final blur step.
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Below table shows the image size per each art movement.
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| Art Movement | WikiART Face |
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|:---------------------------|---------------:|
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| abstract-expressionism | 22 |
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| baroque | 17 |
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| ecole-de-paris | 228 |
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| expressionism | 649 |
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| impressionism | 1,166 |
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| naive-art-primitivism | 72 |
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| neo-impressionism | 41 |
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| neoclassicism | 607 |
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| post-impressionism | 474 |
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| pre-raphaelite-brotherhood | 103 |
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| realism | 1,625 |
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| rococo | 1,030 |
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| romanticism | 1,502 |
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| surrealism | 78 |
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| symbolism | 571 |
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| All | 6,095 |
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