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Data · dataset · 2021

Portrait Painting Dataset For Different Movements

Listed in Teesside University Research Data Repository

Description

The dataset is created for article: Novel Features for Art Movement Classification of Portrait Paintings The primary data source of the portrait painting dataset in that paper is from WikiArt: A well organized huge database consists of more than 80,000 fine-art paintings in 27 different artistic styles, ranging from fifteen centuries to modern times. We created this new dataset because most of the existing datasets consist of art works with a large variation of painting content.

In our research, we want to focus on portrait paintings from different art movements as portrait artworks are a major painting content in lots of art movements. There are two datasets uploaded, orgimg and faces_6class. Both include six significant art movements in art history: High Renaissance, Impressionism, Northern Renaissance, Post Impressionism, Rococo, and Ukiyo-e.

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The 'orgimg' is a collection of portrait paintings, while 'faces_6class' is a cropped face area from 'orgimg'. Note that there are several images from 'orgimg' that can crop out multiple faces since a certain original image could contain several faces.

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Image 75%
Provenance · 1 source records, 11 field assertions
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