A contraband detection system includes one or more detection devices operatively coupled to a spreader beam of a cargo container crane system. Detection devices may include an X-ray scanner, a detection apparatus, and a sensor array. The X-ray scanner is operative for outputting high-energy X-rays capable of penetrating through the contents of the cargo container. The X-ray scanner is movable from an inactive first position that facilitates engagement of the spreader beam with the cargo container to an active second position that facilitates the scanning of the contents of the cargo container. The detection apparatus is similarly deployable from a first position to a second position and includes a plurality of limbs capable of rotation about a plurality of axes. The detection apparatus further includes a radiation source and a receptor plate.