Automatic pear processing machine, performing the operations of singularising the pears, picking them up from a container (2), peeling and coring them, and separating the edible parts, wherein the improvement consists, besides other things, in providing means (14, 15, 16, 17, 20) allowing to immediately reject pears of irregular for, which would necessarily lead to waste material, and moreover, in providing holes (46, 53) of very small diameters, on the blades (44, 45) used for cutting the pears into segments. The holes (46, 53) of very small diameter, or "microholes", allow to inject a fluid, so as to ensure the detachment of the core from both halves of the pears, and the detachment of these parts from the blades (44, 45).