The invention discloses an automatic feeding and assembling machine for an aluminum pad of an all-in-one machine core. According to the automatic feeding and assembling machine for the aluminum pad of the all-in-one machine core, an automatic feeding mechanism is used for feeding the aluminum pad in place, an industrial four-axis robot moves to the position above a material disc, a visual detection mechanism on the head carries out shooting and then absorbs the aluminum pad, the position of the aluminum pad is judged accurately, meanwhile, a wire body carries a workpiece on a working panel to an assembling position, an absorbing head structure is discharged and installed, and full automation of the assembling process is achieved. The industrial four-axis robot is started stably, and is high in acceleration, precise and low in complementary vibration, the beneficial effects of small assembling errors and high precision are achieved, the problem of great demands on labor is solved greatly, and the assembling efficiency and the assembling precision are improved. The automatic feeding and assembling machine is applicable to the field of optical lens assembling.