Yes it does.
Are all your images not showing up any detections? If so, then changing pre-processing parameters might help. Please see documentation on how to change these and other important parameters relevant for the detection.
If one or few are having such issues, then I am not sure if pre-processing is the issue. In this later scenario the algorithm is not robust enough to pick these outlier images.