How to Annotate Robotics Data: Objects, Actions, Intent, Motion, and Failure Modes

A robot that picks the wrong box, freezes in front of a person, or drops a fragile part rarely fails because of bad code. It fails because something it was taught to recognize wasn’t labeled correctly — or wasn’t labeled at all. Robotics data annotation is what stands between raw sensor streams and a robot […]

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