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stack_3blocks_white_blue_black

Single-arm SO-101 teleoperation dataset for a 3-block stacking task (bottom → top: white, blue, black), recorded with 2 cameras in LeRobot format (v3.0).

Task

Stack the blocks from bottom to top: white, blue, black.

Pipeline: pick white → place as base → pick blue → stack on white → pick black → stack on blue → hold stable.

Scene: three blocks start flat and spread in an ~A4 workspace (randomized each episode, gap ≥5 cm); no tray / distractors.

Dataset summary

Field Value
Robot so101_follower (single SO-101 arm)
Collection Leader–follower teleoperation
Episodes 199
Frames 122,138
FPS 30
Episode length 261–1079 frames (8.7–36.0 s), mean 614 frames (20.5 s)
Tasks 1
Split train: episodes 0:199
Format LeRobot codebase v3.0
Approx. size ~690 MB

Cameras

Key Resolution Role
observation.images.front 640 × 480 Overhead / front view (UGREEN)
observation.images.wrist 640 × 480 Wrist camera (Sonix USB2.0 CAM1)

All videos: H.264, 30 FPS, RGB, no audio.

Action / state

6-DoF joint positions:

  • shoulder_pan.pos
  • shoulder_lift.pos
  • elbow_flex.pos
  • wrist_flex.pos
  • wrist_roll.pos
  • gripper.pos

Features:

  • action — commanded / teleop joint targets (float32, shape [6])
  • observation.state — measured joint positions (float32, shape [6])

Features

  • observation.images.front / wrist (video)
  • observation.state
  • action
  • timestamp, frame_index, episode_index, index, task_index

Load with LeRobot

from lerobot.datasets.lerobot_dataset import LeRobotDataset

dataset = LeRobotDataset(
    repo_id="my_pick_place/stack_3blocks_white_blue_black",
    root="/home/rxn/datasets/stack_3blocks_white_blue_black",
)

print(dataset.meta)
print(len(dataset), "frames,", dataset.num_episodes, "episodes")

Visualize locally:

lerobot-dataset-viz \
  --repo-id my_pick_place/stack_3blocks_white_blue_black \
  --root /home/rxn/datasets/stack_3blocks_white_blue_black \
  --episode-index 0

Collection notes

  • Recorded with LeRobot SO-101 leader–follower teleop (get-data-stack_3blocks.sh).
  • Local root: /home/rxn/datasets/stack_3blocks_white_blue_black
  • Hub / repo id: my_pick_place/stack_3blocks_white_blue_black
  • Success criterion: bottom white, middle blue, top black, stack standing stably before ending the episode.
  • One frozen junk episode (original ep70, ~3.2 s) was removed; cleaned set is 199 episodes.
  • Backup with the junk episode kept at: /home/rxn/datasets/stack_3blocks_white_blue_black_with_ep70

Citation

If you use this dataset, please cite LeRobot and this repository.

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