A method of palletizing non-uniform objects comprises using shuttle robots controlled by a monitoring and control system (190) to control trolleys, each of which carries an object, from a feed point (101) to a palletizing station (140) via a device (120) for determining the morphologies of the objects so as to characterize the outside shapes of all of the objects forming a batch before the start of the operation of stowing the objects on the pallet, so as to calculate a stowage plan that optimizes stowage of the batch on a pallet (150).