Moulding device (10; 80) for moulding three-dimensional food products from a mass of foodstuff which can be transferred by pumping, for example a meat mass of minced meat, comprising: - a frame (14; 82), - a moulding drum (16; 83) which is connected to the frame so as to be drivable and rotatable about a rotation axis, wherein the moulding drum (16; 83) has a peripheral surface with multiple series of cavities (44; 88) extending in the peripheral direction, wherein said series extend substantially parallel to and at a distance from one another, viewed in the direction of the rotation axis, and wherein each series comprises multiple cavities (44; 88) which are at a distance from one another, viewed in the peripheral direction of the peripheral surface of the moulding drum, and wherein the cavities (44; 88) each define a filling opening in the peripheral surface of the moulding drum (16; 83), wherein the cavities (44; 88) are each closed at a side opposite the filling opening by a bottom, - a mass feed device which is arranged in a filling position with respect to the peripheral surface of the moulding drum (16; 83), wherein the mass feed device is provided with: • an inlet for feeding the foodstuff by means of a pump, • a shoe member which adjoins the peripheral surface of the moulding drum (16; 83), wherein the shoe member comprises a filling mouth (33; 85) which is connected to the inlet and ends at the peripheral surface of the moulding drum (16; 83) in such a way that the filling openings of cavities (44; 88) which move past during rotation of the moulding drum (16; 83) come into communication with said filling mouth in order to fill said cavities (44; 88) with the foodstuff as they move past, characterized in that the peripheral surface of the moulding drum is embodied as a profiled peripheral surface having a shaping profile which comprises, for each series of cavities (44; 88), projections between multiple pairs of successive cavities (44; 88) of said series and/or one or more peripheral grooves which extend in the peripheral direction between and through the successive cavities of said series, and in that the shoe member is provided with multiple shoe segments (42; 96) which are arranged next to one another, viewed in the direction of the rotation axis, and in that each shoe segment (42; 96) has an inner side which adjoins an associated section of the peripheral surface of the moulding drum (16; 83), which section comprises one or more series of cavities (44; 88), wherein the inner side of each shoe segment is embodied as a profiled inner side having a profile which comprises, for each series of cavities, one or more grooves extending in the peripheral direction and/or ribs extending in the peripheral direction, which grooves and/or ribs are in meshing engagement with the shaping profile of said section, and in that each shoe segment (42; 96) comprises at least one passage (39; 98) which forms part of the filling mouth (33; 85) and which ends at the inner side of the shoe segment (42; 96), so that, during rotation of the moulding drum, repeatedly a moulding cavity for moulding a food product, which moulding cavity comes into contact with a passage (39; 98) of the shoe segment, is delimited by the moulding drum (16; 83) and the shoe segment (42; 96), and in that the shoe segments (42; 96) have freedom of movement with respect to one another, at least in the direction of the rotation axis, in order to each remain individually aligned with respect to the profile of the section with which the inner side of the shoe segment (42; 96) is in meshing engagement. - a frame (14; 82), - a moulding drum (16; 83) which is connected to the frame so as to be drivable and rotatable about a rotation axis, wherein the moulding drum (16; 83) has a peripheral surface with multiple series of cavities (44; 88) extending in the peripheral direction, wherein said series extend substantially parallel to and at a distance from one another, viewed in the direction of the rotation axis, and wherein each series comprises multiple cavities (44; 88) which are at a distance from one another, viewed in the peripheral direction of the peripheral surface of the moulding drum, and wherein the cavities (44; 88) each define a filling opening in the peripheral surface of the moulding drum (16; 83), - a mass feed device which is arranged in a filling position with respect to the peripheral surface of the moulding drum (16; 83), wherein the mass feed device is provided with: • an inlet for feeding the foodstuff by means of a pump, • a shoe member which adjoins the peripheral surface of the moulding drum (16; 83), wherein the shoe member comprises a filling mouth (33; 85) which is connected to the inlet and ends at the peripheral surface of the moulding drum (16; 83) in such a way that the filling openings of cavities (44; 88) which move past during rotation of the moulding drum (16; 83) come into communication with said filling mouth in order to fill said cavities (44; 88) with the foodstuff as they move past, • an inlet for feeding the foodstuff by means of a pump, • a shoe member which adjoins the peripheral surface of the moulding drum (16; 83), wherein the shoe member comprises a filling mouth (33; 85) which is connected to the inlet and ends at the peripheral surface of the moulding drum (16; 83) in such a way that the filling openings of cavities (44; 88) which move past during rotation of the moulding drum (16; 83) come into communication with said filling mouth in order to fill said cavities (44; 88) with the foodstuff as they move past,