The invention relates to a full-automatic intelligent track shoe blanking production line. The full-automatic intelligent track shoe blanking production line is characterized in that the production line comprises a conveying trolley, a destacking device, an overturning device, a roll gang, a workpiece cutting-off hydraulic machine, a die change device, a 2D vision camera length detecting device, a workpiece punching hydraulic machine, a workpiece necking hydraulic machine, blocking and positioning mechanisms, a 3D vision camera hole site dimension detecting device and a waste conveying device; and the destacking device, the overturning device, the roll gang, the workpiece cutting-off hydraulic machine, the die change device, the 2D vision camera length detecting device, the workpiece punching hydraulic machine, the workpiece necking hydraulic machine, blocking and positioning mechanisms, the 3D vision camera hole site dimension detecting device are all controlled by a main PLC. The full-automatic intelligent track shoe blanking production line has the advantages that manual intervention is avoided, time and labor are saved, and the labor intensity of operators is relieved; workpiece positioning during supplying and feeding is accurate, operation is convenient, the automation is high, precision and machining efficiency of track shoe blanking can be greatly improved, and the full-automatic intelligent track shoe blanking production line is especially suitable for blanking and pressing processes for track shoe profiles of various specifications.