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30 episodes · 10 fps · 1 camera · 1280×720 av1

robot-learning-vislab/fr3-tomato-in-pan

30 demonstrations of picking up a toy tomato and placing it in a pan.

Teleoperated with a GELLO leader arm through robot-stack on a Franka FR3 under a cartesian impedance controller, recorded from a ZED 2i left camera.

episodes 30
frames 3939
rate 10 Hz
robot franka_crisp
camera 1280x720, uncropped
task string put the tomato in the pan

Each episode starts from a randomised pose (±2 cm in xy, ±15° in yaw about a measured start pose) that the arm drives to by itself, so the starts are drawn from the same distribution a policy would be reset to. Between episodes the operator puts the object back on its mark by hand while the arm holds still.

State is 14-D (fr3_joint*.pos, ee.x..ee.rz as a base-frame position and rotation vector, gripper.pos normalised by an 80 mm opening). Actions are 7-D: six pose deltas plus a gripper command, which uses the leader trigger's own hysteresis (shuts below 0.45, opens above 0.55).

Notes

  • Uncropped: the whole 1280x720 ZED frame is kept so a crop can be chosen per downstream task. The pan sits near the right edge of the frame, so check any crop still contains it.
  • Each episode has two gripper transitions: a grasp, then a release over the pan. Episodes end with the tomato in the pan and the arm withdrawn.
  • Episodes are long: 64-78 steps once subsampled at stride 4, against 27-53 for the pick-only sets. A policy trained with a 50-step horizon could not reach the placement.
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