ivonatau / ikea

Interior Design Dataset - IKEA

Interior Design Dataset - IKEA

Dataset was collected from IKEA.com website for the purpose of building Style Search engine. Please note that all images are property of IKEA.COM and are only allowed for non-commercial use.

It consists of :

• 2193 object (product) photos.
• 298 context (room scene) photos in which those objects appear.
• Text descriptions for products.
• Ground truth information on which items appear in which rooms.

We group together objects of the same category (chair, table, sofa, etc).

Cite

If you use this dataset for research please cite:

@inproceedings{FedCSIS201756,
	author={Ivona Tautkute and Aleksandra Możejko and Wojciech Stokowiec and Tomasz Trzciński and Łukasz Brocki and Krzysztof Marasek,},
	pages={1275--1282},
	title={What Looks Good with my Sofa: Multimodal Search Engine for Interior Design},
	booktitle={Proceedings of the 2017 Federated Conference on Computer Science and Information Systems},
	year={2017},
	editor={M. Ganzha and L. Maciaszek and M. Paprzycki},
	publisher={IEEE},
	doi={10.15439/2017F56},
	url={http://dx.doi.org/10.15439/2017F56},
	volume={11},
	series={Annals of Computer Science and Information Systems}
}

ikea's Issues

How can I get 'Ground truth information on which items appear in which rooms' ?

It seems I didn't find such information. Could you tell me which file should I check out?

Dataset Query

I need to use the dataset for recommendation system. Where I need to validate it againt the input image and the detected furnitures in it. So that my recommender system predicts the furniture well based on wall color. Can you assist me how can I use this dataset for the same.