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change the names of the folders part_A and part_B to part_A_final and part_B_final respectively.
change the name of the folder ground-truth to ground_truth
and, if you are using Octave (I don't know about Matlab), run pkg load image before runing the code (to import necessary lib).
(again, if you are using Octave, there's a missing function called rng in create_training_set_shtech.m, you can add these lines (creating the function) at the beginning:
function rng(x)
randn("seed",x)
rand("seed",x)
end
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