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This teaching algorithm and web interface were developed by Edward Johns, Oisin Mac Aodha and Gabriel Brostow at University College London. For further details, contact Ed at e.johns@imperial.ac.uk or visit http://visual.cs.ucl.ac.uk/pubs/interactiveMachineTeaching/.