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2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops
Utility data annotation with Amazon Mechanical Turk
Anchorage, AK, USA
June 23-June 28
ISBN: 978-1-4244-2339-2
Alexander Sorokin, University of Illinois at Urbana-Champaign, 201 N Goodwin, 61820, USA
David Forsyth, University of Illinois at Urbana-Champaign, 201 N Goodwin, 61820, USA
We show how to outsource data annotation to Amazon Mechanical Turk. Doing so has produced annotations in quite large numbers relatively cheaply. The quality is good, and can be checked and controlled. Annotations are produced quickly. We describe results for several different annotation problems. We describe some strategies for determining when the task is well specified and properly priced.
Citation:
Alexander Sorokin, David Forsyth, "Utility data annotation with Amazon Mechanical Turk," cvprw, pp.1-8, 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, 2008
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