MaskRCNN doesn’t seem to use it, but FasterRCNN?
You could disable it by writing a custom class, deriving from FasterRCNN and removing this line of code 45.
However, note that this class just normalizes and reshapes the data as seen here 37.
It might be thus easier to set the mean as zeros and the std as ones to disable the normalization.