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In most well known image retrieval test sets, the imagery typically cannot be freely distributed or is not representative of a large community of users. In this paper we present a collection for the MIR community comprising 25000 images from the Flickr website which are redistributable for research purposes and represent a real community of users both in the image content and image tags. We have extracted the tags and EXIF image metadata, and also make all of these publicly available. Indoi:10.1145/1460096.1460104 dblp:conf/mir/HuiskesL08 fatcat:5m3xz3ivmfbstnwua5dwlka65u