Printing machine according to any of the preceding claims, wherein said support means (12) comprise a support body (70-73) drivingly connected with the frame structure (2) and having an upper, substantially convex, rest surface (70, 71, 72) which faces the active surface (21) of the transfer pad (21) and on which a side wall (50) of the article (A), such as a flexible side wall (50) of a crate of plastic material, is to be placed with a recessed portion (50A) of said side wall (50) facing the transfer pad (21).