Produce processing apparatuses are presented including: a number of paddles coupled with a rotating conveyor system configured for capturing and securing produce along a first position; a counter-rotating compression belt system for compressing the produce along a second position, where the counter-rotating compression belt system is configured to apply a compressive force to the produce such that the produce is secured, and where the counter-rotating compression belt system includes a belt that is counter-rotating and synchronized with respect to the rotating conveyor system; and a cutting system including a rotary coring blade assembly positioned along a path of the rotating conveyor system, where the rotary coring blade assembly is positioned and configured to core the produce along a third position.