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AIDAS_franka_pnp_100 (TsFile)
TsFile conversion of the LeRobot-style Franka pick-and-place dataset broxKIM/AIDAS_franka_pnp_100.
- Original dataset: https://huggingface.co/datasets/broxKIM/AIDAS_franka_pnp_100
- Author: broxKIM
- Robot type:
franka - Created with: LeRobot-style metadata (
codebase_versionv3.0) - Modalities: Time-series
- Dropped / not included: the source
timestampcolumn (redundant withTime) and the camera video streams (not uploaded; see Conversion Notes).
Dataset Description
This dataset contains Franka pick-and-place demonstrations in a single train split.
| Robot type | franka |
| Tasks | 4 (task_index=0..3) |
| Episodes | 98 |
| Frames / TsFile rows | 60,918 |
| Sampling rate | 15 fps |
| Original cameras | observation.images.cam_front, observation.images.cam_wrist |
Each frame records Cartesian state, gripper state, joint state, target state, the combined 20-dimensional observation state, and the 7-dimensional action.
Conversion Notes
Converted to TsFile with the generic LeRobot converter.
- One TsFile for the whole train split. All 98 episodes are stored in
data/aidas_franka_pnp_100.tsfile. The source columnsepisode_indexandtask_indexare TAG columns (the TsFile device dimension). Query one episode withWHERE episode_index=N, or one task withWHERE task_index=K. - Vector columns flattened to single-precision FLOAT, preserving the source
column name (
.->_, element index appended):observation.state.cartesian[6] ->observation_state_cartesian_0 .. observation_state_cartesian_5observation.state.joints[7] ->observation_state_joints_0 .. observation_state_joints_6observation.state.target[6] ->observation_state_target_0 .. observation_state_target_5observation.state[20] ->observation_state_0 .. observation_state_19action[7] ->action_0 .. action_6
- Scalar state kept.
observation.state.gripperis renamed toobservation_state_gripper;indexis renamed tosample_index. - Time.
Time = round(timestamp * 1000)ms, restarting per episode. The sourcetimestampcolumn is dropped because it equalsTime / 1000seconds.frame_indexis kept. - Videos are NOT included in this repository. The original camera streams remain in the source dataset: https://huggingface.co/datasets/broxKIM/AIDAS_franka_pnp_100/tree/main/videos
meta/is mirrored from the source withmeta/info.jsonrewritten to describe the converted TsFile schema and video policy. Aside from the redundanttimestampcolumn noted above, no numeric time-series rows are dropped.
Schema
| Column | Role | Type |
|---|---|---|
Time |
TIME (ms) | INT64 |
episode_index |
TAG | INT64 |
task_index |
TAG | INT64 |
frame_index |
FIELD | INT64 |
sample_index |
FIELD | INT64 |
observation_state_gripper |
FIELD | FLOAT |
observation_state_cartesian_0 .. observation_state_cartesian_5 |
FIELD | FLOAT |
observation_state_joints_0 .. observation_state_joints_6 |
FIELD | FLOAT |
observation_state_target_0 .. observation_state_target_5 |
FIELD | FLOAT |
observation_state_0 .. observation_state_19 |
FIELD | FLOAT |
action_0 .. action_6 |
FIELD | FLOAT |
Read Example
# Read data/aidas_franka_pnp_100.tsfile with the Apache TsFile SDK.
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