Practical guide to using the YFCC100M and MMCOMMONS on a budget
ACM SIGMultimedia Records(2017)
摘要
The Yahoo-Flickr Creative Commons 100 Million (YFCC100M), the largest freely usable multimedia dataset to have been released so far, is widely used by students, researchers and engineers on topics in multimedia that range from computer vision to machine learning. However, its sheer volume, one of the traits that make the dataset unique and valuable, can pose a barrier to those who do not have access to powerful computing resources. In this article, we introduce useful information and tools to boost the usability and accessibility of the YFCC100M, including the supplemental material provided by the Multimedia Commons (MMCOMMONS) community. In particular, we provide a practical guide on how to set up a feasible and cost effective research and development environment locally or in the cloud that can access the data without having to download it first.
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