Bin Picking

The task of picking individual objects from a bin or container filled with randomly arranged items — a classic unstructured manipulation challenge. Bin picking requires robust perception (dealing with clutter and occlusion), grasp planning (finding collision-free grasps), and motion planning. It is one of the highest-volume industrial applications of robotic manipulation.