%0 Generic
%A Van Zuijlen, Mitchell
%A Lin, Hubert
%A Bala, Kavita
%A Pont, S.C. (Sylvia)
%A Wijntjes, M.W.A. (Maarten)
%D 2021
%T Materials In Paintings (MIP): An interdisciplinary dataset for perception, art history, and computer vision
%U https://data.4tu.nl/articles/dataset/Materials_In_Paintings_MIP_An_interdisciplinary_dataset_for_perception_art_history_and_computer_vision/13679200/1
%R 10.4121/13679200.v1
%K materials
%K paintings
%K artistic depiction of materials
%K bounding boxes
%K extreme clicks
%K human annotation
%K deep learning data
%K art history
%K perception
%X Materials In Paintings (MIP): An interdisciplinary dataset for perception, art history, and computer vision.
Download the README.txt first to help you decide what you want/need to download!
In this dataset, we capture the painterly depictions of materials to enable the study of depiction and perception of materials through the artists' eye. We annotated a dataset of 19k paintings with 200k+ bounding boxes from which polygon segments were automatically extracted. Each bounding box was assigned a coarse label (e.g., fabric) and a fine-grained label (e.g., velvety, silky).
Note that the data can be browed and explored on https://materialsinpaintings.tudelft.nl. If you only want to download a few paintings, using that website might be faster.