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We present the Yahoo Flickr Creative Commons 100 Million Dataset (YFCC100M),the largest public multimedia collection that has ever been released. Thedataset contains a total of 100 million media objects, of which approximately99.2 million are photos and 0.8 million are videos, all of which carry aCreative Commons license. Each media object in the dataset is represented byseveral pieces of metadata, e.g. Flickr identifier, owner name, camera, title,tags, geo, media source. The collection provides a comprehensive snapshot ofhow photos and videos were taken, described, and shared over the years, fromthe inception of Flickr in 2004 until early 2014. In this article we explainthe rationale behind its creation, as well as the implications the dataset hasfor science, research, engineering, and development. We further present severalnew challenges in multimedia research that can now be expanded upon with ourdataset.

YFCC100M: The New Data in Multimedia Research