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The result of the change to the basic algorithm is a speed up of around 20,000 times, which is astounding. The method was tested on 100,000 object detectors based on a deformable-part model which required over a million filters to be applied to multiple resolution scalings of the target image which were computed in less than 20 second using nothing but a single multi-core machine with 20GB of RAM.