KittiBox
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If I understand this script correctly, it calls demo.py on a whole bunch of images. This is extremely slow as the model is build and compiled for each example. Instead, the model should only be build ones and all images should be processed. See also the discussion here.
TV-analysis offers a similar functionality. Are you sure that runtest is needed? What is the use-case?