SortPilot

SortPilot is an uncertainty-aware robotic action-planning system that transforms cluttered waste scenes into explainable, constraint-aware, and executable robotic sorting plans. It is not merely an image classifier or object detector—it bridges multimodal scene perception with deterministic robotic planning, dynamic operator constraints, human-review quarantining, and 2D simulation.