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Classical Paintings Forensics

Analyzing paintings to find out their year of creation. By using CNNs and combined with a pre-trained VGG19 model we can find out in what year the painting was painted. In this research we are distributing a dataset of color paintings into multiple classes based on which art epoch they were painted in.

This project is initially inspired by the Kaggle task to detect the author of a given painting: https://www.kaggle.com/c/painter-by-numbers

This is an on-going research, the results reflected are preliminary.

The dataset is not included, you can generate your own dataset either from the kaggle task linked above or directly from www.wikiart.org

Current results

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More information and analysis of current results in the attached paper

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Analyzing paintings to find out their year of creation

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