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README.md DELETED
@@ -1,135 +0,0 @@
1
- ---
2
- pretty_name: "language_table_train_109000_110000_augmented"
3
- license: "cc-by-4.0"
4
- tags: [robotics, lerobot, oxe-aug, dataset]
5
- task_categories: [robotics]
6
-
7
- oxe_aug:
8
- codebase_version: "v2.1"
9
- robots: ["google_robot", "images", "jaco", "kinova3", "kuka_iiwa", "panda", "sawyer", "ur5e"]
10
- fps: 10
11
- total_episodes: 1000
12
- total_frames: 16048
13
- total_videos: 8000
14
-
15
- configs:
16
- - config_name: default
17
- data_files:
18
- - split: train
19
- path:
20
- - "data/chunk-*/episode_*.parquet"
21
- ---
22
- # language_table_train_109000_110000_augmented
23
-
24
- ## Overview
25
-
26
- - **Codebase version**: `v2.1`
27
- - **Robots**: google_robot, images, jaco, kinova3, kuka_iiwa, panda, sawyer, ur5e
28
- - **FPS**: 10
29
- - **Episodes**: 1,000
30
- - **Frames**: 16,048
31
- - **Videos**: 8,000
32
- - **Chunks**: 1
33
- - **Splits**:
34
- - `train`: `0:1000`
35
-
36
- ## Data Layout
37
-
38
- ```text
39
- data_path : data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet
40
- video_path: videos/chunk-{episode_chunk:03d}/{video_key}/episode_{episode_index:06d}.mp4
41
- ```
42
-
43
- ## Features
44
-
45
- | Feature | dtype | shape | description |
46
- |---|---:|---:|---|
47
- | `observation.images.google_robot` | `video` | `360×640×3` | Augmented image for google_robot robot |
48
- | `observation.images.image` | `video` | `360×640×3` | Source robot's image from original dataset |
49
- | `observation.images.jaco` | `video` | `360×640×3` | Augmented image for jaco robot |
50
- | `observation.images.kinova3` | `video` | `360×640×3` | Augmented image for kinova3 robot |
51
- | `observation.images.kuka_iiwa` | `video` | `360×640×3` | Augmented image for kuka_iiwa robot |
52
- | `observation.images.panda` | `video` | `360×640×3` | Augmented image for panda robot |
53
- | `observation.images.sawyer` | `video` | `360×640×3` | Augmented image for sawyer robot |
54
- | `observation.images.ur5e` | `video` | `360×640×3` | Augmented image for ur5e robot |
55
- | `episode_index` | `int64` | `1` | - |
56
- | `frame_index` | `int64` | `1` | - |
57
- | `index` | `int64` | `1` | - |
58
- | `natural_language_instruction` | `int32` | `512` | - |
59
- | `observation.ee_pose` | `float32` | `7` | Source robot's eef position |
60
- | `observation.google_robot.base_orientation` | `float32` | `1` | Rotation along z-axis CCW to make the robot not blocking the camera (mostly 0) |
61
- | `observation.google_robot.base_position` | `float32` | `3` | Base translation applied so the trajectory remains achievable |
62
- | `observation.google_robot.ee_error` | `float32` | `7` | The eef difference between the augmented google_robot robot and the original robot |
63
- | `observation.google_robot.ee_pose` | `float32` | `7` | The eef position of google_robot robot |
64
- | `observation.google_robot.joints` | `float32` | `8` | The joint position of google_robot robot |
65
- | `observation.jaco.base_orientation` | `float32` | `1` | Rotation along z-axis CCW to make the robot not blocking the camera (mostly 0) |
66
- | `observation.jaco.base_position` | `float32` | `3` | Base translation applied so the trajectory remains achievable |
67
- | `observation.jaco.ee_error` | `float32` | `7` | The eef difference between the augmented jaco robot and the original robot |
68
- | `observation.jaco.ee_pose` | `float32` | `7` | The eef position of jaco robot |
69
- | `observation.jaco.joints` | `float32` | `7` | The joint position of jaco robot |
70
- | `observation.joints` | `float32` | `8` | Joint angle of source robot |
71
- | `observation.kinova3.base_orientation` | `float32` | `1` | Rotation along z-axis CCW to make the robot not blocking the camera (mostly 0) |
72
- | `observation.kinova3.base_position` | `float32` | `3` | Base translation applied so the trajectory remains achievable |
73
- | `observation.kinova3.ee_error` | `float32` | `7` | The eef difference between the augmented kinova3 robot and the original robot |
74
- | `observation.kinova3.ee_pose` | `float32` | `7` | The eef position of kinova3 robot |
75
- | `observation.kinova3.joints` | `float32` | `8` | The joint position of kinova3 robot |
76
- | `observation.kuka_iiwa.base_orientation` | `float32` | `1` | Rotation along z-axis CCW to make the robot not blocking the camera (mostly 0) |
77
- | `observation.kuka_iiwa.base_position` | `float32` | `3` | Base translation applied so the trajectory remains achievable |
78
- | `observation.kuka_iiwa.ee_error` | `float32` | `7` | The eef difference between the augmented kuka_iiwa robot and the original robot |
79
- | `observation.kuka_iiwa.ee_pose` | `float32` | `7` | The eef position of kuka_iiwa robot |
80
- | `observation.kuka_iiwa.joints` | `float32` | `8` | The joint position of kuka_iiwa robot |
81
- | `observation.panda.base_orientation` | `float32` | `1` | Rotation along z-axis CCW to make the robot not blocking the camera (mostly 0) |
82
- | `observation.panda.base_position` | `float32` | `3` | Base translation applied so the trajectory remains achievable |
83
- | `observation.panda.ee_error` | `float32` | `7` | The eef difference between the augmented panda robot and the original robot |
84
- | `observation.panda.ee_pose` | `float32` | `7` | The eef position of panda robot |
85
- | `observation.panda.joints` | `float32` | `8` | The joint position of panda robot |
86
- | `observation.sawyer.base_orientation` | `float32` | `1` | Rotation along z-axis CCW to make the robot not blocking the camera (mostly 0) |
87
- | `observation.sawyer.base_position` | `float32` | `3` | Base translation applied so the trajectory remains achievable |
88
- | `observation.sawyer.ee_error` | `float32` | `7` | The eef difference between the augmented sawyer robot and the original robot |
89
- | `observation.sawyer.ee_pose` | `float32` | `7` | The eef position of sawyer robot |
90
- | `observation.sawyer.joints` | `float32` | `8` | The joint position of sawyer robot |
91
- | `observation.state` | `float32` | `2` | Copy of the state field in source robot's RLDS dataset |
92
- | `observation.ur5e.base_orientation` | `float32` | `1` | Rotation along z-axis CCW to make the robot not blocking the camera (mostly 0) |
93
- | `observation.ur5e.base_position` | `float32` | `3` | Base translation applied so the trajectory remains achievable |
94
- | `observation.ur5e.ee_error` | `float32` | `7` | The eef difference between the augmented ur5e robot and the original robot |
95
- | `observation.ur5e.ee_pose` | `float32` | `7` | The eef position of ur5e robot |
96
- | `observation.ur5e.joints` | `float32` | `7` | The joint position of ur5e robot |
97
- | `task_index` | `int64` | `1` | - |
98
- | `timestamp` | `float32` | `1` | - |
99
-
100
- ## Website
101
-
102
- - Website page: [https://oxe-aug.github.io/](https://oxe-aug.github.io/)
103
- - Project repository: [https://github.com/GuanhuaJi/oxe-aug](https://github.com/GuanhuaJi/oxe-aug)
104
-
105
- ## Paper
106
-
107
- - [https://arxiv.org/abs/2210.06407](https://arxiv.org/abs/2210.06407)
108
-
109
- ## Citation Policy
110
-
111
- If you use **OXE-Aug** datasets, please cite **both** our dataset and the **upstream datasets**.
112
-
113
- ## Upstream Dataset Citation (original dataset)
114
-
115
- ```bibtex
116
- @article{lynch2022interactive,
117
- title = {Interactive Language: Talking to Robots in Real Time},
118
- author = {Corey Lynch and Ayzaan Wahid and Jonathan Tompson and Tianli Ding and James Betker and Robert Baruch and Travis Armstrong and Pete Florence},
119
- journal = {arXiv preprint arXiv:2210.06407},
120
- year = {2022},
121
- url = {https://arxiv.org/abs/2210.06407}
122
- }
123
- ```
124
-
125
- ## OXE-Aug Dataset Citation (ours)
126
-
127
- ```bibtex
128
- @misc{
129
- ji2025oxeaug,
130
- title = {OXE-Aug: A Large-Scale Robot Augmentation of OXE for Scaling Cross-Embodiment Policy Learning},
131
- author = {Ji, Guanhua and Polavaram, Harsha and Chen, Lawrence Yunliang and Bajamahal, Sandeep and Ma, Zehan and Adebola, Simeon and Xu, Chenfeng and Goldberg, Ken},
132
- year = {2025},
133
- note = {Manuscript}
134
- }
135
- ```
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
README.md.bak DELETED
@@ -1,135 +0,0 @@
1
- ---
2
- pretty_name: "language_table_train_109000_110000"
3
- license: "cc-by-4.0"
4
- tags: [robotics, lerobot, oxe-aug, dataset]
5
- task_categories: [robotics]
6
-
7
- oxe_aug:
8
- codebase_version: "v2.1"
9
- robots: ["google_robot", "images", "jaco", "kinova3", "kuka_iiwa", "panda", "sawyer", "ur5e"]
10
- fps: 10
11
- total_episodes: 1000
12
- total_frames: 16048
13
- total_videos: 8000
14
-
15
- configs:
16
- - config_name: default
17
- data_files:
18
- - split: train
19
- path:
20
- - "data/chunk-*/episode_*.parquet"
21
- ---
22
- # language_table_train_109000_110000
23
-
24
- ## Overview
25
-
26
- - **Codebase version**: `v2.1`
27
- - **Robots**: google_robot, images, jaco, kinova3, kuka_iiwa, panda, sawyer, ur5e
28
- - **FPS**: 10
29
- - **Episodes**: 1,000
30
- - **Frames**: 16,048
31
- - **Videos**: 8,000
32
- - **Chunks**: 1
33
- - **Splits**:
34
- - `train`: `0:1000`
35
-
36
- ## Data Layout
37
-
38
- ```text
39
- data_path : data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet
40
- video_path: videos/chunk-{episode_chunk:03d}/{video_key}/episode_{episode_index:06d}.mp4
41
- ```
42
-
43
- ## Features
44
-
45
- | Feature | dtype | shape | description |
46
- |---|---:|---:|---|
47
- | `observation.images.google_robot` | `video` | `360×640×3` | Augmented image for google_robot robot |
48
- | `observation.images.image` | `video` | `360×640×3` | Source robot's image from original dataset |
49
- | `observation.images.jaco` | `video` | `360×640×3` | Augmented image for jaco robot |
50
- | `observation.images.kinova3` | `video` | `360×640×3` | Augmented image for kinova3 robot |
51
- | `observation.images.kuka_iiwa` | `video` | `360×640×3` | Augmented image for kuka_iiwa robot |
52
- | `observation.images.panda` | `video` | `360×640×3` | Augmented image for panda robot |
53
- | `observation.images.sawyer` | `video` | `360×640×3` | Augmented image for sawyer robot |
54
- | `observation.images.ur5e` | `video` | `360×640×3` | Augmented image for ur5e robot |
55
- | `episode_index` | `int64` | `1` | - |
56
- | `frame_index` | `int64` | `1` | - |
57
- | `index` | `int64` | `1` | - |
58
- | `natural_language_instruction` | `int32` | `512` | - |
59
- | `observation.ee_pose` | `float32` | `7` | Source robot's eef position |
60
- | `observation.google_robot.base_orientation` | `float32` | `1` | Rotation along z-axis CCW to make the robot not blocking the camera (mostly 0) |
61
- | `observation.google_robot.base_position` | `float32` | `3` | Base translation applied so the trajectory remains achievable |
62
- | `observation.google_robot.ee_error` | `float32` | `7` | The eef difference between the augmented google_robot robot and the original robot |
63
- | `observation.google_robot.ee_pose` | `float32` | `7` | The eef position of google_robot robot |
64
- | `observation.google_robot.joints` | `float32` | `8` | The joint position of google_robot robot |
65
- | `observation.jaco.base_orientation` | `float32` | `1` | Rotation along z-axis CCW to make the robot not blocking the camera (mostly 0) |
66
- | `observation.jaco.base_position` | `float32` | `3` | Base translation applied so the trajectory remains achievable |
67
- | `observation.jaco.ee_error` | `float32` | `7` | The eef difference between the augmented jaco robot and the original robot |
68
- | `observation.jaco.ee_pose` | `float32` | `7` | The eef position of jaco robot |
69
- | `observation.jaco.joints` | `float32` | `7` | The joint position of jaco robot |
70
- | `observation.joints` | `float32` | `8` | Joint angle of source robot |
71
- | `observation.kinova3.base_orientation` | `float32` | `1` | Rotation along z-axis CCW to make the robot not blocking the camera (mostly 0) |
72
- | `observation.kinova3.base_position` | `float32` | `3` | Base translation applied so the trajectory remains achievable |
73
- | `observation.kinova3.ee_error` | `float32` | `7` | The eef difference between the augmented kinova3 robot and the original robot |
74
- | `observation.kinova3.ee_pose` | `float32` | `7` | The eef position of kinova3 robot |
75
- | `observation.kinova3.joints` | `float32` | `8` | The joint position of kinova3 robot |
76
- | `observation.kuka_iiwa.base_orientation` | `float32` | `1` | Rotation along z-axis CCW to make the robot not blocking the camera (mostly 0) |
77
- | `observation.kuka_iiwa.base_position` | `float32` | `3` | Base translation applied so the trajectory remains achievable |
78
- | `observation.kuka_iiwa.ee_error` | `float32` | `7` | The eef difference between the augmented kuka_iiwa robot and the original robot |
79
- | `observation.kuka_iiwa.ee_pose` | `float32` | `7` | The eef position of kuka_iiwa robot |
80
- | `observation.kuka_iiwa.joints` | `float32` | `8` | The joint position of kuka_iiwa robot |
81
- | `observation.panda.base_orientation` | `float32` | `1` | Rotation along z-axis CCW to make the robot not blocking the camera (mostly 0) |
82
- | `observation.panda.base_position` | `float32` | `3` | Base translation applied so the trajectory remains achievable |
83
- | `observation.panda.ee_error` | `float32` | `7` | The eef difference between the augmented panda robot and the original robot |
84
- | `observation.panda.ee_pose` | `float32` | `7` | The eef position of panda robot |
85
- | `observation.panda.joints` | `float32` | `8` | The joint position of panda robot |
86
- | `observation.sawyer.base_orientation` | `float32` | `1` | Rotation along z-axis CCW to make the robot not blocking the camera (mostly 0) |
87
- | `observation.sawyer.base_position` | `float32` | `3` | Base translation applied so the trajectory remains achievable |
88
- | `observation.sawyer.ee_error` | `float32` | `7` | The eef difference between the augmented sawyer robot and the original robot |
89
- | `observation.sawyer.ee_pose` | `float32` | `7` | The eef position of sawyer robot |
90
- | `observation.sawyer.joints` | `float32` | `8` | The joint position of sawyer robot |
91
- | `observation.state` | `float32` | `2` | Copy of the state field in source robot's RLDS dataset |
92
- | `observation.ur5e.base_orientation` | `float32` | `1` | Rotation along z-axis CCW to make the robot not blocking the camera (mostly 0) |
93
- | `observation.ur5e.base_position` | `float32` | `3` | Base translation applied so the trajectory remains achievable |
94
- | `observation.ur5e.ee_error` | `float32` | `7` | The eef difference between the augmented ur5e robot and the original robot |
95
- | `observation.ur5e.ee_pose` | `float32` | `7` | The eef position of ur5e robot |
96
- | `observation.ur5e.joints` | `float32` | `7` | The joint position of ur5e robot |
97
- | `task_index` | `int64` | `1` | - |
98
- | `timestamp` | `float32` | `1` | - |
99
-
100
- ## Website
101
-
102
- - Website page: [https://oxe-aug.github.io/](https://oxe-aug.github.io/)
103
- - Project repository: [https://github.com/GuanhuaJi/oxe-aug](https://github.com/GuanhuaJi/oxe-aug)
104
-
105
- ## Paper
106
-
107
- - [https://arxiv.org/abs/2210.06407](https://arxiv.org/abs/2210.06407)
108
-
109
- ## Citation Policy
110
-
111
- If you use **OXE-Aug** datasets, please cite **both** our dataset and the **upstream datasets**.
112
-
113
- ## Upstream Dataset Citation (original dataset)
114
-
115
- ```bibtex
116
- @article{lynch2022interactive,
117
- title = {Interactive Language: Talking to Robots in Real Time},
118
- author = {Corey Lynch and Ayzaan Wahid and Jonathan Tompson and Tianli Ding and James Betker and Robert Baruch and Travis Armstrong and Pete Florence},
119
- journal = {arXiv preprint arXiv:2210.06407},
120
- year = {2022},
121
- url = {https://arxiv.org/abs/2210.06407}
122
- }
123
- ```
124
-
125
- ## OXE-Aug Dataset Citation (ours)
126
-
127
- ```bibtex
128
- @misc{
129
- ji2025oxeaug,
130
- title = {OXE-Aug: A Large-Scale Robot Augmentation of OXE for Scaling Cross-Embodiment Policy Learning},
131
- author = {Ji, Guanhua and Polavaram, Harsha and Chen, Lawrence Yunliang and Bajamahal, Sandeep and Ma, Zehan and Adebola, Simeon and Xu, Chenfeng and Goldberg, Ken},
132
- year = {2025},
133
- note = {Manuscript}
134
- }
135
- ```
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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@@ -1,3 +0,0 @@
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