Threshold function always got one match?
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kaonick commented
I think below function may be always got at least one matching.
def nms(score, w_ini, h_ini, thresh=0.7):
dots = np.array(np.where(score > thresh*score.max()))
may be need change "score.max()" to a constant (0.1~0.2).