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metadata
license: apache-2.0
task_categories:
  - robotics
tags:
  - lerobot
  - so101
  - pick-and-place
  - vla
  - manipulation
configs:
  - config_name: default
    data_files: data/**/*.parquet

tv-task2-clean-aug1_illumination

LeRobot v3 dataset for banana pick-and-place with a SO-101 robot arm.
Built for Vision-Language-Action (VLA / SmolVLA) training.

Dataset summary

Property Value
Episodes 1 184
Frames 139 368
FPS 10
Task prompts 33
Robot SO-101 (so_follower)
Camera Front (480 × 640, AV1)
Action space 6-DoF joint positions
Format LeRobot v3.0

Construction

Base: ETHrobotlearning/tv-task2-clean-aug1 (592 episodes, trimmed of idle boundary frames).
Each episode is paired with one illumination-augmented copy (brightness ~ Uniform(0.7, 1.2), seed 42), doubling the dataset to 1 184 episodes.

Task prompts (33)

The dataset covers four referring styles:

Color (direct)

  • Put the banana in the red / green / blue bowl.
  • Put the banana in the red / green / blue colored bowl.
  • Place the banana in the red / green / blue bowl.
  • Move the banana to the red / green / blue colored bowl.

Color (negation)

  • Put the banana into the bowl that is not red and not blue.
  • Put the banana into the bowl that is not red and not green.
  • Put the banana into the bowl that is not green and not blue.

Ordinal (robot perspective)

  • Put the banana into the 1st / 2nd / 3rd bowl from the left from the robot perspective.
  • Put the banana into the left / center / right bowl from the robot perspective.
  • Put the banana into the leftmost / rightmost / middle bowl from the robot perspective.

Relative position (robot perspective)

  • Put the banana into the bowl on the left / right of the red bowl from the robot perspective.
  • Put the banana into the bowl on the left / right of the green bowl from the robot perspective.
  • Put the banana into the bowl on the left / right of the blue bowl from the robot perspective.
  • Put the banana into the bowl between the blue bowl and the green bowl.
  • Put the banana into the bowl between the blue bowl and the red bowl.
  • Put the banana into the bowl between the red bowl and the green bowl.

Features

Feature Type Shape
action float32 (6,) — joint positions
observation.state float32 (6,) — joint positions
observation.images.front video (AV1) 480 × 640 × 3
timestamp float32 (1,)
frame_index int64 (1,)
episode_index int64 (1,)
index int64 (1,)
task_index int64 (1,)

Visualization

Browse episodes interactively using the LeRobot visualizer:

For local exploration with tracelr:

huggingface-cli download --repo-type dataset ETHrobotlearning/tv-task2-clean-aug1_illumination --local-dir ./dataset
cargo run --profile opt-dev -- ./dataset

SmolVLA compatibility

lerobot-doctor gate ETHrobotlearning/tv-task2-clean-aug1_illumination --policy smolvla