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  1. .gitattributes +1 -0
  2. README.md +135 -0
  3. README.md.bak +135 -0
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.gitattributes CHANGED
@@ -57,3 +57,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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  # Video files - compressed
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  *.mp4 filter=lfs diff=lfs merge=lfs -text
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  *.webm filter=lfs diff=lfs merge=lfs -text
 
 
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  # Video files - compressed
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  *.mp4 filter=lfs diff=lfs merge=lfs -text
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  *.webm filter=lfs diff=lfs merge=lfs -text
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+ meta/episodes_stats.jsonl filter=lfs diff=lfs merge=lfs -text
README.md ADDED
@@ -0,0 +1,135 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ pretty_name: "language_table_train_105000_106000_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: 15673
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_105000_106000_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**: 15,673
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 ADDED
@@ -0,0 +1,135 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ pretty_name: "language_table_train_105000_106000"
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: 15673
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_105000_106000
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**: 15,673
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
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