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5,000 hours · 1 packages

Agriculture & Outdoor robot manipulation datasets

Handheld demonstration data captured outdoors: picking fruit and vegetables, grasping and sorting produce, and placing it into crates in unstructured environments.

Packages

Agriculture & Outdoor packages

Agriculture & Outdoor dataset packages
PackageRepresentative tasksParadigmModalitiesHours
Agricultural Picking Trajectoriesfruit & vegetable picking, produce grasping & sorting, placement & crating outdoorsHuman demonstrationVideo, Trajectory, Hand/gripper motion, Labels & task metadata5,000Request sample

Hours are estimates as of October 2026. Detailed statistics (episodes, environments, object categories and more) available under NDA.

What teams train with this data

  • Agricultural robotics teams training picking and sorting policies for variable outdoor conditions.
  • Policy teams adding outdoor, unstructured scenes to cross-embodiment pre-training.
  • Researchers studying grasping of delicate, irregular objects.

Delivery formats

Delivered in your training format: LeRobot, RLDS, HDF5, MCAP / ROS bag, or custom. Every package passes automated alignment checks and multi-stage human review, and is de-identified before delivery.

Compare robot data formats →

Request a Agriculture & Outdoor sample.

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