Abstract:

Robotics and AI have gained popularity across industries in recent years. Sensor-equipped robots are essential for environmental monitoring, industrial automation, and autonomous navigation. Precision and context-aware robotic actions require surface identification. Early robotic systems used rudimentary sensor data for navigation, frequently with poor environmental awareness

Description:

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