Upload lerobot_v3_correct dataset
Browse files- README.md +75 -0
- data/chunk-000/episode_000000.parquet +3 -0
- meta/episodes.jsonl +1 -0
- meta/episodes_stats.jsonl +1 -0
- meta/info.json +57 -0
- meta/tasks.jsonl +1 -0
README.md
ADDED
|
@@ -0,0 +1,75 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
---
|
| 2 |
+
license: mit
|
| 3 |
+
task_categories:
|
| 4 |
+
- robotics
|
| 5 |
+
language:
|
| 6 |
+
- en
|
| 7 |
+
tags:
|
| 8 |
+
- robotics
|
| 9 |
+
- lerobot
|
| 10 |
+
- manipulation
|
| 11 |
+
- bimanual
|
| 12 |
+
size_categories:
|
| 13 |
+
- 1K<n<10K
|
| 14 |
+
pretty_name: lerobot_v3_correct
|
| 15 |
+
configs:
|
| 16 |
+
- config_name: default
|
| 17 |
+
data_files:
|
| 18 |
+
- split: train
|
| 19 |
+
path: "data/chunk-000/episode_*.parquet"
|
| 20 |
+
---
|
| 21 |
+
|
| 22 |
+
# lerobot_v3_correct
|
| 23 |
+
|
| 24 |
+
LeRobot v2.1 format dataset for robot manipulation.
|
| 25 |
+
|
| 26 |
+
## Dataset Structure
|
| 27 |
+
|
| 28 |
+
- **Episodes**: 1 episodes of robot manipulation
|
| 29 |
+
- **Total Frames**: 30 frames
|
| 30 |
+
- **Cameras**: 3 camera views per episode
|
| 31 |
+
- `observation.images.base_camera_sensor_image_raw`
|
| 32 |
+
- `observation.images.arm1_camera_sensor_image_raw`
|
| 33 |
+
- `observation.images.arm2_camera_sensor_image_raw`
|
| 34 |
+
- **Robot**: Bimanual manipulator with 34 joints
|
| 35 |
+
- **Format**: LeRobot v2.1
|
| 36 |
+
|
| 37 |
+
## Usage with LeRobot
|
| 38 |
+
|
| 39 |
+
```python
|
| 40 |
+
from lerobot.common.datasets.lerobot_dataset import LeRobotDataset
|
| 41 |
+
|
| 42 |
+
dataset = LeRobotDataset("Sraghvi/shrugmaster-test")
|
| 43 |
+
```
|
| 44 |
+
|
| 45 |
+
## Dataset Format
|
| 46 |
+
|
| 47 |
+
This dataset follows the LeRobot v2.1 format:
|
| 48 |
+
|
| 49 |
+
- `data/chunk-000/`: Parquet files containing episode data
|
| 50 |
+
- `videos/chunk-000/`: MP4 video files for each camera view
|
| 51 |
+
- `meta/`: Metadata files
|
| 52 |
+
- `info.json`: Dataset configuration and feature descriptions
|
| 53 |
+
- `episodes.jsonl`: Episode metadata
|
| 54 |
+
- `tasks.jsonl`: Task descriptions
|
| 55 |
+
- `episodes_stats.jsonl`: Dataset statistics
|
| 56 |
+
|
| 57 |
+
## Dataset Details
|
| 58 |
+
|
| 59 |
+
- **Total Episodes**: 1
|
| 60 |
+
- **Total Frames**: 30
|
| 61 |
+
- **Average Episode Length**: 30 frames
|
| 62 |
+
- **FPS**: ~9 (calculated from real data)
|
| 63 |
+
- **Robot Type**: Bimanual arm with 34 joints
|
| 64 |
+
- **Camera Resolution**: 1280x720
|
| 65 |
+
- **Video Codec**: H.264
|
| 66 |
+
|
| 67 |
+
## Features
|
| 68 |
+
|
| 69 |
+
- **Action**: Robot action commands with individual joint columns
|
| 70 |
+
- **Observation State**: Robot state observations with individual joint columns
|
| 71 |
+
- **Isaac Commands**: Simulation commands
|
| 72 |
+
- **Timestamp**: Frame timestamps
|
| 73 |
+
- **Episode/Frame/Task Indices**: Data organization
|
| 74 |
+
- **Joint Names**: Names of all robot joints
|
| 75 |
+
- **Joint Velocities**: Velocity data for all joints
|
data/chunk-000/episode_000000.parquet
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:415effa780b2dcd684666333e5ca3ce393e0b83d37405a8ea0074ed569b4fae8
|
| 3 |
+
size 6632
|
meta/episodes.jsonl
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
{"episode_index": 0, "episode_length": 30, "episode_path": "data/chunk-000/episode_000000.parquet", "video_paths": {}}
|
meta/episodes_stats.jsonl
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
{"total_episodes": 1, "total_frames": 30, "avg_episode_length": 30.0, "min_episode_length": 30, "max_episode_length": 30}
|
meta/info.json
ADDED
|
@@ -0,0 +1,57 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"codebase_version": "v2.1",
|
| 3 |
+
"dataset_name": "lerobot_v3_correct",
|
| 4 |
+
"description": "Buster robot experiment: lerobot_v3_correct",
|
| 5 |
+
"total_episodes": 1,
|
| 6 |
+
"total_frames": 30,
|
| 7 |
+
"fps": 1.3146362839614374,
|
| 8 |
+
"action_space": "continuous",
|
| 9 |
+
"observation_space": "dict",
|
| 10 |
+
"action_keys": [
|
| 11 |
+
"action"
|
| 12 |
+
],
|
| 13 |
+
"observation_keys": [
|
| 14 |
+
"observation.images.base_camera_sensor_image_compressed",
|
| 15 |
+
"observation.images.left_arm_camera_sensor_image_compressed",
|
| 16 |
+
"observation.images.right_arm_camera_sensor_image_compressed"
|
| 17 |
+
],
|
| 18 |
+
"dataset_version": "1.0.0",
|
| 19 |
+
"features": {
|
| 20 |
+
"timestamp": {
|
| 21 |
+
"feature_type": "Sequence",
|
| 22 |
+
"length": -1,
|
| 23 |
+
"feature": {
|
| 24 |
+
"feature_type": "Value",
|
| 25 |
+
"dtype": "float64"
|
| 26 |
+
}
|
| 27 |
+
},
|
| 28 |
+
"frame_index": {
|
| 29 |
+
"feature_type": "Sequence",
|
| 30 |
+
"length": -1,
|
| 31 |
+
"feature": {
|
| 32 |
+
"feature_type": "Value",
|
| 33 |
+
"dtype": "int64"
|
| 34 |
+
}
|
| 35 |
+
},
|
| 36 |
+
"episode_index": {
|
| 37 |
+
"feature_type": "Sequence",
|
| 38 |
+
"length": -1,
|
| 39 |
+
"feature": {
|
| 40 |
+
"feature_type": "Value",
|
| 41 |
+
"dtype": "int64"
|
| 42 |
+
}
|
| 43 |
+
}
|
| 44 |
+
},
|
| 45 |
+
"robot_type": "bimanual_arm",
|
| 46 |
+
"total_tasks": 1,
|
| 47 |
+
"total_videos": 3,
|
| 48 |
+
"total_chunks": 1,
|
| 49 |
+
"chunks_size": 1,
|
| 50 |
+
"splits": {
|
| 51 |
+
"train": [
|
| 52 |
+
0
|
| 53 |
+
]
|
| 54 |
+
},
|
| 55 |
+
"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
|
| 56 |
+
"video_path": "videos/chunk-{episode_chunk:03d}/observation.images.{camera_name}/episode_{episode_index:06d}.mp4"
|
| 57 |
+
}
|
meta/tasks.jsonl
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
{"task_index": 0, "task_name": "lerobot_v3_correct", "task_description": "Robot manipulation task: lerobot_v3_correct", "episode_indices": [0]}
|