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GPU-Enabled Edge Computing Solution for Intelligent Warehouses
, KION Group
, KION Group
We'll present our latest product development efforts in leveraging new AI and scientific methods to close the gap between manual and autonomous processes. A key feature for a safe, reliable, and flexible operation is the environmental perception that can be enhanced by using 2D cameras. Based on the sensor measurement data, we use the NVIDIA ISAAC Robotics and Jetson platforms to apply deep learning algorithms to classify objects and estimate their 3D pose. With this information, the AGV can navigate, map, and perform loading and unloading tasks, which are essential to achieving a high degree of autonomy of Smart Warehouse Forklifts. We'll show how this comes hand in hand with KION’s vision to efficiently implement autonomous material handling solution at scale and transform the automation of logistics from a service business into a product business.