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Browse files- Surgical/obuda/rollercoaster_1/data/chunk-000/episode_000006.parquet +3 -0
- Surgical/obuda/rollercoaster_1/data/chunk-000/episode_000007.parquet +3 -0
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|
Surgical/obuda/seaspike_1/videos/chunk-000/observation.images.realsense.color/episode_000169.mp4
ADDED
|
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|
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|
|
| 1 |
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version https://git-lfs.github.com/spec/v1
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|
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|
Surgical/obuda/seaspike_1/videos/chunk-000/observation.images.realsense.color/episode_000174.mp4
ADDED
|
@@ -0,0 +1,3 @@
|
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|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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oid sha256:563c25dfe81a05452875e391329f8f875161f028ada3f8aa8acc9348f5c4973e
|
| 3 |
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size 10146156
|
Surgical/obuda/seaspike_1/videos/chunk-000/observation.images.realsense.color/episode_000188.mp4
ADDED
|
@@ -0,0 +1,3 @@
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|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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|
| 3 |
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size 8385342
|
Surgical/obuda/seaspike_1/videos/chunk-000/observation.images.realsense.color/episode_000198.mp4
ADDED
|
@@ -0,0 +1,3 @@
|
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|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
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|
| 3 |
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size 18584215
|
Surgical/obuda/seaspike_1/videos/chunk-000/observation.images.realsense.color/episode_000199.mp4
ADDED
|
@@ -0,0 +1,3 @@
|
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|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
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|
| 3 |
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|
Surgical/obuda/seaspike_1/videos/chunk-000/observation.images.realsense.color/episode_000200.mp4
ADDED
|
@@ -0,0 +1,3 @@
|
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| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
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|
| 3 |
+
size 9605645
|
Surgical/obuda/seaspike_2/meta/README.md
ADDED
|
@@ -0,0 +1,200 @@
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|
| 1 |
+
<!--
|
| 2 |
+
Open-H Embodiment Dataset README Template (v1.0)
|
| 3 |
+
Please fill out this template and include it in the ./metadata directory of your LeRobot dataset.
|
| 4 |
+
This file helps others understand the context and details of your contribution.
|
| 5 |
+
-->
|
| 6 |
+
|
| 7 |
+
# README
|
| 8 |
+
|
| 9 |
+
---
|
| 10 |
+
|
| 11 |
+
## 📋 At a Glance
|
| 12 |
+
|
| 13 |
+
Teleoperated demonstrations with a da Vinci robot performing the "seaspike" surgical practice task.
|
| 14 |
+
|
| 15 |
+
---
|
| 16 |
+
|
| 17 |
+
## 📖 Dataset Overview
|
| 18 |
+
|
| 19 |
+
This dataset contains trajectories of novices using the dVRK to perform the "seaspike" surgical practice task. It includes successful trials, failures, and recovery attempts as well. One episode lasts from picking up a ring until placing it on a spike.
|
| 20 |
+
|
| 21 |
+
| | |
|
| 22 |
+
| :--- | :--- |
|
| 23 |
+
| **Total Trajectories** | `153` |
|
| 24 |
+
| **Total Hours** | `00:37:35` |
|
| 25 |
+
| **Data Type** | `[ ] Clinical` `[ ] Ex-Vivo` `[X] Table-Top Phantom` `[ ] Digital Simulation` `[ ] Physical Simulation` `[ ] Other (If checked, update "Other")` |
|
| 26 |
+
| **License** | CC BY 4.0 |
|
| 27 |
+
| **Version** | `[1.0]` |
|
| 28 |
+
|
| 29 |
+
---
|
| 30 |
+
|
| 31 |
+
## 🎯 Tasks & Domain
|
| 32 |
+
|
| 33 |
+
### Domain
|
| 34 |
+
|
| 35 |
+
|
| 36 |
+
- [X] **Surgical Robotics**
|
| 37 |
+
- [ ] **Ultrasound Robotics**
|
| 38 |
+
- [ ] **Other Healthcare Robotics**
|
| 39 |
+
|
| 40 |
+
### Demonstrated Skills
|
| 41 |
+
|
| 42 |
+
- Ring transfer
|
| 43 |
+
|
| 44 |
+
---
|
| 45 |
+
|
| 46 |
+
## 🔬 Data Collection Details
|
| 47 |
+
|
| 48 |
+
### Collection Method
|
| 49 |
+
|
| 50 |
+
|
| 51 |
+
- [X] **Human Teleoperation**
|
| 52 |
+
- [ ] **Programmatic/State-Machine**
|
| 53 |
+
- [ ] **AI Policy / Autonomous**
|
| 54 |
+
- [ ] **Other** (Please specify)
|
| 55 |
+
|
| 56 |
+
### Operator Details
|
| 57 |
+
|
| 58 |
+
| | Description |
|
| 59 |
+
| :--- | :--- |
|
| 60 |
+
| **Operator Count** | `2` |
|
| 61 |
+
| **Operator Skill Level** | `[ ] Expert (e.g., Surgeon, Sonographer)` <br> `[X] Intermediate (e.g., Trained Researcher)` <br> `[X] Novice (e.g., ML Researcher with minimal experience)` <br> `[ ] N/A` |
|
| 62 |
+
| **Collection Period** | From `[2026-02-04]` to `[2026-02-06]` |
|
| 63 |
+
|
| 64 |
+
### Recovery Demonstrations
|
| 65 |
+
|
| 66 |
+
|
| 67 |
+
- [X] **Yes**
|
| 68 |
+
- [ ] **No**
|
| 69 |
+
|
| 70 |
+
**If yes, please briefly describe the recovery process:**
|
| 71 |
+
|
| 72 |
+
- The ring has to be re-grasped at pickup
|
| 73 |
+
- The ring misses the peak of the spike for the first try, but is not dropped down
|
| 74 |
+
|
| 75 |
+
|
| 76 |
+
### Failure Demonstrations
|
| 77 |
+
|
| 78 |
+
|
| 79 |
+
- [X] **Yes**
|
| 80 |
+
- [ ] **No**
|
| 81 |
+
|
| 82 |
+
**If yes, please briefly describe the failures:**
|
| 83 |
+
|
| 84 |
+
- The ring is misplaced, dropped down
|
| 85 |
+
|
| 86 |
+
---
|
| 87 |
+
|
| 88 |
+
## 💡 Diversity Dimensions
|
| 89 |
+
|
| 90 |
+
|
| 91 |
+
- [X] **Camera Position / Angle**
|
| 92 |
+
- [X] **Lighting Conditions**
|
| 93 |
+
- [ ] **Target Object** (e.g., different phantom models, suture types)
|
| 94 |
+
- [X] **Spatial Layout** (Varying starting positions and board placement )
|
| 95 |
+
- [ ] **Robot Embodiment** (if multiple robots were used)
|
| 96 |
+
- [ ] **Task Execution** (e.g., different techniques for the same task)
|
| 97 |
+
- [X] **Background / Scene** (different colors in the background)
|
| 98 |
+
- [X] **Other** (Please specify: `[Setup joints]`)
|
| 99 |
+
|
| 100 |
+
*If you checked any of the above please briefly elaborate below.*
|
| 101 |
+
|
| 102 |
+
- Endoscope lighting was changed throughout the trials
|
| 103 |
+
- Camera positon was varied
|
| 104 |
+
- Set up joint configuration was varied
|
| 105 |
+
- Background changes
|
| 106 |
+
- The board's orientation (i.e., the position of the spikes) was varied
|
| 107 |
+
|
| 108 |
+
|
| 109 |
+
---
|
| 110 |
+
|
| 111 |
+
## 🛠️ Equipment & Setup
|
| 112 |
+
|
| 113 |
+
### Robotic Platform(s)
|
| 114 |
+
|
| 115 |
+
- **Robot 1:** da Vinci Classic (with da Vinci Research Kit)
|
| 116 |
+
|
| 117 |
+
### Sensors & Cameras
|
| 118 |
+
|
| 119 |
+
|
| 120 |
+
| Type | Model/Details |
|
| 121 |
+
| :--- | :--- |
|
| 122 |
+
| **Primary Camera** | `Stereo Endoscopic Camera, 720x576 @ 30fps` |
|
| 123 |
+
| **Wrist Camera** | `Endoscopic Camera (x2), 640x480 @ 30fps` |
|
| 124 |
+
| **Realsense Camera** | `Realsense RGB + D Camera, 1280x720 @ 30fps` |
|
| 125 |
+
|
| 126 |
+
---
|
| 127 |
+
|
| 128 |
+
## 🎯 Action & State Space Representation
|
| 129 |
+
|
| 130 |
+
|
| 131 |
+
### Action Space Representation
|
| 132 |
+
|
| 133 |
+
**Primary Action Representation:**
|
| 134 |
+
- [x] **Absolute Cartesian** (position/orientation relative to robot base)
|
| 135 |
+
- [ ] **Relative Cartesian** (delta position/orientation from current pose)
|
| 136 |
+
- [ ] **Joint Space** (direct joint angle commands)
|
| 137 |
+
- [ ] **Other** (Please specify: `[Your Representation]`)
|
| 138 |
+
|
| 139 |
+
**Orientation Representation:**
|
| 140 |
+
- [x] **Quaternions** (x, y, z, w)
|
| 141 |
+
- [ ] **Euler Angles** (roll, pitch, yaw)
|
| 142 |
+
- [ ] **Axis-Angle** (rotation vector)
|
| 143 |
+
- [ ] **Rotation Matrix** (3x3 matrix)
|
| 144 |
+
- [ ] **Other** (Please specify: `[Your Representation]`)
|
| 145 |
+
|
| 146 |
+
**Reference Frame:**
|
| 147 |
+
- [x] **Robot Base Frame**
|
| 148 |
+
- [ ] **Tool/End-Effector Frame**
|
| 149 |
+
- [ ] **World/Global Frame**
|
| 150 |
+
- [ ] **Camera Frame**
|
| 151 |
+
- [ ] **Other** (Please specify: `[Your Frame]`)
|
| 152 |
+
|
| 153 |
+
**Action Dimensions:**
|
| 154 |
+
|
| 155 |
+
```
|
| 156 |
+
action: [x, y, z, qx, qy, qz, qw, gripper]
|
| 157 |
+
- x, y, z: Absolute position in robot base frame (meters)
|
| 158 |
+
- qx, qy, qz, qw: Absolute orientation as quaternion
|
| 159 |
+
- gripper: Gripper opening angle (radians)
|
| 160 |
+
```
|
| 161 |
+
|
| 162 |
+
### State Space Representation
|
| 163 |
+
|
| 164 |
+
**State Information Included:**
|
| 165 |
+
- [ ] **Joint Positions** (all articulated joints)
|
| 166 |
+
- [ ] **Joint Velocities**
|
| 167 |
+
- [x] **End-Effector Pose** (Cartesian position/orientation)
|
| 168 |
+
- [ ] **Force/Torque Readings**
|
| 169 |
+
- [x] **Gripper State** (position, force, etc.)
|
| 170 |
+
- [x] **Other** (Please specify: `[Set Up Joints Configuration], [Camera Pose]`)
|
| 171 |
+
|
| 172 |
+
**State Dimensions:**
|
| 173 |
+
|
| 174 |
+
```
|
| 175 |
+
observation.state: [x, y, z, qx, qy, qz, qw, gripper]
|
| 176 |
+
- x, y, z: Absolute position in robot base frame (meters)
|
| 177 |
+
- qx, qy, qz, qw: Absolute orientation as quaternion
|
| 178 |
+
- gripper: Gripper opening angle (radians)
|
| 179 |
+
```
|
| 180 |
+
|
| 181 |
+
### 📋 Additional Representations
|
| 182 |
+
|
| 183 |
+
---
|
| 184 |
+
|
| 185 |
+
## ⏱️ Data Synchronization Approach
|
| 186 |
+
|
| 187 |
+
|
| 188 |
+
*Each modality (DeckLink cameras, USB cameras, and robotic kinematics) was recorded time-stamped on the same PC. A post-processing synchronization script segmented trials using explicit start/end markers and used the kinematic time series as the reference timeline. For each kinematic timestamp, the temporally nearest image frame from each camera stream was selected. The original stereoendoscope of the system is capable of only ~20FPS, thus the <50ms delay can not always be ensured.*
|
| 189 |
+
|
| 190 |
+
---
|
| 191 |
+
|
| 192 |
+
## 👥 Attribution & Contact
|
| 193 |
+
|
| 194 |
+
|
| 195 |
+
| | |
|
| 196 |
+
| :--- | :--- |
|
| 197 |
+
| **Dataset Lead** | `[Kristóf Takács, Eszter Lukács, Lóránt Domokos, Tamás Haidegger]` |
|
| 198 |
+
| **Institution** | `[Obuda University]` |
|
| 199 |
+
| **Contact Email** | `[krsitof.takacs@irob.uni-obuda.hu, eszter.lukacs@irob.uni-obuda.hu, lorant.domokos@irob.uni-obuda.hu, haidegger@irob.uni-obuda.hu]` |
|
| 200 |
+
| **Citation (BibTeX)** | |
|
Surgical/obuda/seaspike_2/meta/episodes.jsonl
ADDED
|
@@ -0,0 +1,153 @@
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|
| 1 |
+
{"episode_index": 0, "tasks": ["Seaspike"], "length": 348}
|
| 2 |
+
{"episode_index": 1, "tasks": ["Seaspike"], "length": 487}
|
| 3 |
+
{"episode_index": 2, "tasks": ["Seaspike"], "length": 498}
|
| 4 |
+
{"episode_index": 3, "tasks": ["Seaspike"], "length": 548}
|
| 5 |
+
{"episode_index": 4, "tasks": ["Seaspike"], "length": 405}
|
| 6 |
+
{"episode_index": 5, "tasks": ["Seaspike"], "length": 439}
|
| 7 |
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|
| 8 |
+
{"episode_index": 7, "tasks": ["Seaspike"], "length": 540}
|
| 9 |
+
{"episode_index": 8, "tasks": ["Seaspike"], "length": 270}
|
| 10 |
+
{"episode_index": 9, "tasks": ["Seaspike"], "length": 441}
|
| 11 |
+
{"episode_index": 10, "tasks": ["Seaspike"], "length": 312}
|
| 12 |
+
{"episode_index": 11, "tasks": ["Seaspike"], "length": 370}
|
| 13 |
+
{"episode_index": 12, "tasks": ["Seaspike"], "length": 381}
|
| 14 |
+
{"episode_index": 13, "tasks": ["Seaspike"], "length": 566}
|
| 15 |
+
{"episode_index": 14, "tasks": ["Seaspike"], "length": 450}
|
| 16 |
+
{"episode_index": 15, "tasks": ["Seaspike"], "length": 273}
|
| 17 |
+
{"episode_index": 16, "tasks": ["Seaspike"], "length": 282}
|
| 18 |
+
{"episode_index": 17, "tasks": ["Seaspike"], "length": 326}
|
| 19 |
+
{"episode_index": 18, "tasks": ["Seaspike"], "length": 286}
|
| 20 |
+
{"episode_index": 19, "tasks": ["Seaspike"], "length": 313}
|
| 21 |
+
{"episode_index": 20, "tasks": ["Seaspike"], "length": 318}
|
| 22 |
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{"episode_index": 21, "tasks": ["Seaspike"], "length": 428}
|
| 23 |
+
{"episode_index": 22, "tasks": ["Seaspike"], "length": 401}
|
| 24 |
+
{"episode_index": 23, "tasks": ["Seaspike"], "length": 476}
|
| 25 |
+
{"episode_index": 24, "tasks": ["Seaspike"], "length": 214}
|
| 26 |
+
{"episode_index": 25, "tasks": ["Seaspike"], "length": 349}
|
| 27 |
+
{"episode_index": 26, "tasks": ["Seaspike"], "length": 344}
|
| 28 |
+
{"episode_index": 27, "tasks": ["Seaspike"], "length": 301}
|
| 29 |
+
{"episode_index": 28, "tasks": ["Seaspike"], "length": 361}
|
| 30 |
+
{"episode_index": 29, "tasks": ["Seaspike"], "length": 361}
|
| 31 |
+
{"episode_index": 30, "tasks": ["Seaspike"], "length": 328}
|
| 32 |
+
{"episode_index": 31, "tasks": ["Seaspike"], "length": 498}
|
| 33 |
+
{"episode_index": 32, "tasks": ["Seaspike"], "length": 293}
|
| 34 |
+
{"episode_index": 33, "tasks": ["Seaspike"], "length": 555}
|
| 35 |
+
{"episode_index": 34, "tasks": ["Seaspike"], "length": 282}
|
| 36 |
+
{"episode_index": 35, "tasks": ["Seaspike"], "length": 328}
|
| 37 |
+
{"episode_index": 36, "tasks": ["Seaspike"], "length": 416}
|
| 38 |
+
{"episode_index": 37, "tasks": ["Seaspike"], "length": 480}
|
| 39 |
+
{"episode_index": 38, "tasks": ["Seaspike"], "length": 600}
|
| 40 |
+
{"episode_index": 39, "tasks": ["Seaspike"], "length": 344}
|
| 41 |
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{"episode_index": 40, "tasks": ["Seaspike"], "length": 337}
|
| 42 |
+
{"episode_index": 41, "tasks": ["Seaspike"], "length": 396}
|
| 43 |
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{"episode_index": 42, "tasks": ["Seaspike"], "length": 341}
|
| 44 |
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{"episode_index": 43, "tasks": ["Seaspike"], "length": 387}
|
| 45 |
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{"episode_index": 44, "tasks": ["Seaspike"], "length": 402}
|
| 46 |
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{"episode_index": 45, "tasks": ["Seaspike"], "length": 413}
|
| 47 |
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{"episode_index": 46, "tasks": ["Seaspike"], "length": 651}
|
| 48 |
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{"episode_index": 47, "tasks": ["Seaspike"], "length": 523}
|
| 49 |
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{"episode_index": 48, "tasks": ["Seaspike"], "length": 522}
|
| 50 |
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{"episode_index": 49, "tasks": ["Seaspike"], "length": 663}
|
| 51 |
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{"episode_index": 50, "tasks": ["Seaspike"], "length": 241}
|
| 52 |
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{"episode_index": 51, "tasks": ["Seaspike"], "length": 523}
|
| 53 |
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|
| 54 |
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|
| 55 |
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|
| 56 |
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|
| 57 |
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{"episode_index": 56, "tasks": ["Seaspike"], "length": 391}
|
| 58 |
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|
| 59 |
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|
| 60 |
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|
| 61 |
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{"episode_index": 60, "tasks": ["Seaspike"], "length": 502}
|
| 62 |
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|
| 63 |
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|
| 64 |
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|
| 65 |
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|
| 66 |
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|
| 67 |
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|
| 68 |
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|
| 69 |
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{"episode_index": 68, "tasks": ["Seaspike"], "length": 256}
|
| 70 |
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{"episode_index": 69, "tasks": ["Seaspike"], "length": 351}
|
| 71 |
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{"episode_index": 70, "tasks": ["Seaspike"], "length": 404}
|
| 72 |
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{"episode_index": 71, "tasks": ["Seaspike"], "length": 424}
|
| 73 |
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{"episode_index": 72, "tasks": ["Seaspike"], "length": 322}
|
| 74 |
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{"episode_index": 73, "tasks": ["Seaspike"], "length": 368}
|
| 75 |
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{"episode_index": 74, "tasks": ["Seaspike"], "length": 344}
|
| 76 |
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{"episode_index": 75, "tasks": ["Seaspike"], "length": 252}
|
| 77 |
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{"episode_index": 76, "tasks": ["Seaspike"], "length": 501}
|
| 78 |
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{"episode_index": 77, "tasks": ["Seaspike"], "length": 295}
|
| 79 |
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{"episode_index": 78, "tasks": ["Seaspike"], "length": 321}
|
| 80 |
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{"episode_index": 79, "tasks": ["Seaspike"], "length": 410}
|
| 81 |
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{"episode_index": 80, "tasks": ["Seaspike"], "length": 435}
|
| 82 |
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{"episode_index": 81, "tasks": ["Seaspike"], "length": 269}
|
| 83 |
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{"episode_index": 82, "tasks": ["Seaspike"], "length": 1683}
|
| 84 |
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{"episode_index": 83, "tasks": ["Seaspike"], "length": 427}
|
| 85 |
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|
| 86 |
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|
| 87 |
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|
| 88 |
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|
| 89 |
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|
| 90 |
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|
| 91 |
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{"episode_index": 90, "tasks": ["Seaspike"], "length": 484}
|
| 92 |
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{"episode_index": 91, "tasks": ["Seaspike"], "length": 425}
|
| 93 |
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{"episode_index": 92, "tasks": ["Seaspike"], "length": 366}
|
| 94 |
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{"episode_index": 93, "tasks": ["Seaspike"], "length": 416}
|
| 95 |
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{"episode_index": 94, "tasks": ["Seaspike"], "length": 379}
|
| 96 |
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{"episode_index": 95, "tasks": ["Seaspike"], "length": 264}
|
| 97 |
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{"episode_index": 96, "tasks": ["Seaspike"], "length": 704}
|
| 98 |
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{"episode_index": 97, "tasks": ["Seaspike"], "length": 398}
|
| 99 |
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{"episode_index": 98, "tasks": ["Seaspike"], "length": 211}
|
| 100 |
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{"episode_index": 99, "tasks": ["Seaspike"], "length": 223}
|
| 101 |
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{"episode_index": 100, "tasks": ["Seaspike"], "length": 245}
|
| 102 |
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{"episode_index": 101, "tasks": ["Seaspike"], "length": 168}
|
| 103 |
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{"episode_index": 102, "tasks": ["Seaspike"], "length": 267}
|
| 104 |
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{"episode_index": 103, "tasks": ["Seaspike"], "length": 501}
|
| 105 |
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{"episode_index": 104, "tasks": ["Seaspike"], "length": 474}
|
| 106 |
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{"episode_index": 105, "tasks": ["Seaspike"], "length": 486}
|
| 107 |
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{"episode_index": 106, "tasks": ["Seaspike"], "length": 408}
|
| 108 |
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{"episode_index": 107, "tasks": ["Seaspike"], "length": 762}
|
| 109 |
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{"episode_index": 108, "tasks": ["Seaspike"], "length": 846}
|
| 110 |
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{"episode_index": 109, "tasks": ["Seaspike"], "length": 577}
|
| 111 |
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{"episode_index": 110, "tasks": ["Seaspike"], "length": 465}
|
| 112 |
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{"episode_index": 111, "tasks": ["Seaspike"], "length": 528}
|
| 113 |
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{"episode_index": 112, "tasks": ["Seaspike"], "length": 394}
|
| 114 |
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{"episode_index": 113, "tasks": ["Seaspike"], "length": 306}
|
| 115 |
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{"episode_index": 114, "tasks": ["Seaspike"], "length": 384}
|
| 116 |
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{"episode_index": 115, "tasks": ["Seaspike"], "length": 462}
|
| 117 |
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{"episode_index": 116, "tasks": ["Seaspike"], "length": 736}
|
| 118 |
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{"episode_index": 117, "tasks": ["Seaspike"], "length": 393}
|
| 119 |
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{"episode_index": 118, "tasks": ["Seaspike"], "length": 444}
|
| 120 |
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{"episode_index": 119, "tasks": ["Seaspike"], "length": 602}
|
| 121 |
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{"episode_index": 120, "tasks": ["Seaspike"], "length": 291}
|
| 122 |
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{"episode_index": 121, "tasks": ["Seaspike"], "length": 386}
|
| 123 |
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{"episode_index": 122, "tasks": ["Seaspike"], "length": 426}
|
| 124 |
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{"episode_index": 123, "tasks": ["Seaspike"], "length": 426}
|
| 125 |
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{"episode_index": 124, "tasks": ["Seaspike"], "length": 536}
|
| 126 |
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{"episode_index": 125, "tasks": ["Seaspike"], "length": 520}
|
| 127 |
+
{"episode_index": 126, "tasks": ["Seaspike"], "length": 656}
|
| 128 |
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{"episode_index": 127, "tasks": ["Seaspike"], "length": 721}
|
| 129 |
+
{"episode_index": 128, "tasks": ["Seaspike"], "length": 485}
|
| 130 |
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{"episode_index": 129, "tasks": ["Seaspike"], "length": 606}
|
| 131 |
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{"episode_index": 130, "tasks": ["Seaspike"], "length": 808}
|
| 132 |
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{"episode_index": 131, "tasks": ["Seaspike"], "length": 651}
|
| 133 |
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{"episode_index": 132, "tasks": ["Seaspike"], "length": 836}
|
| 134 |
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{"episode_index": 133, "tasks": ["Seaspike"], "length": 570}
|
| 135 |
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{"episode_index": 134, "tasks": ["Seaspike"], "length": 610}
|
| 136 |
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{"episode_index": 135, "tasks": ["Seaspike"], "length": 440}
|
| 137 |
+
{"episode_index": 136, "tasks": ["Seaspike"], "length": 555}
|
| 138 |
+
{"episode_index": 137, "tasks": ["Seaspike"], "length": 700}
|
| 139 |
+
{"episode_index": 138, "tasks": ["Seaspike"], "length": 400}
|
| 140 |
+
{"episode_index": 139, "tasks": ["Seaspike"], "length": 719}
|
| 141 |
+
{"episode_index": 140, "tasks": ["Seaspike"], "length": 435}
|
| 142 |
+
{"episode_index": 141, "tasks": ["Seaspike"], "length": 712}
|
| 143 |
+
{"episode_index": 142, "tasks": ["Seaspike"], "length": 579}
|
| 144 |
+
{"episode_index": 143, "tasks": ["Seaspike"], "length": 357}
|
| 145 |
+
{"episode_index": 144, "tasks": ["Seaspike"], "length": 578}
|
| 146 |
+
{"episode_index": 145, "tasks": ["Seaspike"], "length": 672}
|
| 147 |
+
{"episode_index": 146, "tasks": ["Seaspike"], "length": 348}
|
| 148 |
+
{"episode_index": 147, "tasks": ["Seaspike"], "length": 287}
|
| 149 |
+
{"episode_index": 148, "tasks": ["Seaspike"], "length": 335}
|
| 150 |
+
{"episode_index": 149, "tasks": ["Seaspike"], "length": 408}
|
| 151 |
+
{"episode_index": 150, "tasks": ["Seaspike"], "length": 402}
|
| 152 |
+
{"episode_index": 151, "tasks": ["Seaspike"], "length": 380}
|
| 153 |
+
{"episode_index": 152, "tasks": ["Seaspike"], "length": 432}
|
Surgical/obuda/seaspike_2/meta/episodes_stats.jsonl
ADDED
|
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|
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|
Surgical/obuda/seaspike_2/meta/info.json
ADDED
|
@@ -0,0 +1,324 @@
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|
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|
| 324 |
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}
|
Surgical/obuda/seaspike_2/meta/info_ORIGINAL.json
ADDED
|
@@ -0,0 +1,324 @@
|
|
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|
|
|
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|
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|
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|
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|
|
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|
|
|
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|
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|
|
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|
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|
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|
|
|
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|
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|
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|
|
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|
|
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|
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|
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|
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|
|
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|
|
|
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|
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|
|
|
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|
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|
|
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|
|
|
|
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|
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|
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|
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|
|
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| 1 |
+
{
|
| 2 |
+
"codebase_version": "v2.1",
|
| 3 |
+
"robot_type": "dvrk",
|
| 4 |
+
"total_episodes": 153,
|
| 5 |
+
"total_frames": 67658,
|
| 6 |
+
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|
| 7 |
+
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|
| 8 |
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|
| 9 |
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|
| 10 |
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|
| 11 |
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|
| 12 |
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|
| 13 |
+
"val": "7:8, 14:15, 31:32, 38:39, 48:49, 73:74, 76:78, 91:93, 105:107, 114:116, 149:150",
|
| 14 |
+
"test": "29:30, 33:34, 41:42, 54:55, 56:57, 59:60, 63:64, 69:70, 78:80, 95:96, 110:111, 118:119, 126:128, 142:143, 145:146",
|
| 15 |
+
"perfect": "0:103",
|
| 16 |
+
"recovery": "103:142",
|
| 17 |
+
"failure": "142:153"
|
| 18 |
+
},
|
| 19 |
+
"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
|
| 20 |
+
"video_path": "videos/chunk-{episode_chunk:03d}/{video_key}/episode_{episode_index:06d}.mp4",
|
| 21 |
+
"features": {
|
| 22 |
+
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|
| 23 |
+
"dtype": "video",
|
| 24 |
+
"shape": [
|
| 25 |
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576,
|
| 26 |
+
720,
|
| 27 |
+
3
|
| 28 |
+
],
|
| 29 |
+
"names": [
|
| 30 |
+
"height",
|
| 31 |
+
"width",
|
| 32 |
+
"channel"
|
| 33 |
+
],
|
| 34 |
+
"info": {
|
| 35 |
+
"video.height": 576,
|
| 36 |
+
"video.width": 720,
|
| 37 |
+
"video.codec": "av1",
|
| 38 |
+
"video.pix_fmt": "yuv420p",
|
| 39 |
+
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|
| 40 |
+
"video.fps": 30,
|
| 41 |
+
"video.channels": 3,
|
| 42 |
+
"has_audio": false
|
| 43 |
+
}
|
| 44 |
+
},
|
| 45 |
+
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|
| 46 |
+
"dtype": "video",
|
| 47 |
+
"shape": [
|
| 48 |
+
576,
|
| 49 |
+
720,
|
| 50 |
+
3
|
| 51 |
+
],
|
| 52 |
+
"names": [
|
| 53 |
+
"height",
|
| 54 |
+
"width",
|
| 55 |
+
"channel"
|
| 56 |
+
],
|
| 57 |
+
"info": {
|
| 58 |
+
"video.height": 576,
|
| 59 |
+
"video.width": 720,
|
| 60 |
+
"video.codec": "av1",
|
| 61 |
+
"video.pix_fmt": "yuv420p",
|
| 62 |
+
"video.is_depth_map": false,
|
| 63 |
+
"video.fps": 30,
|
| 64 |
+
"video.channels": 3,
|
| 65 |
+
"has_audio": false
|
| 66 |
+
}
|
| 67 |
+
},
|
| 68 |
+
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|
| 69 |
+
"dtype": "video",
|
| 70 |
+
"shape": [
|
| 71 |
+
480,
|
| 72 |
+
640,
|
| 73 |
+
3
|
| 74 |
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],
|
| 75 |
+
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|
| 76 |
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"height",
|
| 77 |
+
"width",
|
| 78 |
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"channel"
|
| 79 |
+
],
|
| 80 |
+
"info": {
|
| 81 |
+
"video.height": 480,
|
| 82 |
+
"video.width": 640,
|
| 83 |
+
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|
| 84 |
+
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|
| 85 |
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|
| 86 |
+
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|
| 87 |
+
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|
| 88 |
+
"has_audio": false
|
| 89 |
+
}
|
| 90 |
+
},
|
| 91 |
+
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|
| 92 |
+
"dtype": "video",
|
| 93 |
+
"shape": [
|
| 94 |
+
480,
|
| 95 |
+
640,
|
| 96 |
+
3
|
| 97 |
+
],
|
| 98 |
+
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|
| 99 |
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"height",
|
| 100 |
+
"width",
|
| 101 |
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"channel"
|
| 102 |
+
],
|
| 103 |
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"info": {
|
| 104 |
+
"video.height": 480,
|
| 105 |
+
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|
| 106 |
+
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|
| 107 |
+
"video.pix_fmt": "yuv420p",
|
| 108 |
+
"video.is_depth_map": false,
|
| 109 |
+
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|
| 110 |
+
"video.channels": 3,
|
| 111 |
+
"has_audio": false
|
| 112 |
+
}
|
| 113 |
+
},
|
| 114 |
+
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|
| 115 |
+
"dtype": "video",
|
| 116 |
+
"shape": [
|
| 117 |
+
720,
|
| 118 |
+
1280,
|
| 119 |
+
3
|
| 120 |
+
],
|
| 121 |
+
"names": [
|
| 122 |
+
"height",
|
| 123 |
+
"width",
|
| 124 |
+
"channel"
|
| 125 |
+
],
|
| 126 |
+
"info": {
|
| 127 |
+
"video.height": 720,
|
| 128 |
+
"video.width": 1280,
|
| 129 |
+
"video.codec": "av1",
|
| 130 |
+
"video.pix_fmt": "yuv420p",
|
| 131 |
+
"video.is_depth_map": false,
|
| 132 |
+
"video.fps": 30,
|
| 133 |
+
"video.channels": 3,
|
| 134 |
+
"has_audio": false
|
| 135 |
+
}
|
| 136 |
+
},
|
| 137 |
+
"observation.images.realsense.depth": {
|
| 138 |
+
"dtype": "video",
|
| 139 |
+
"shape": [
|
| 140 |
+
720,
|
| 141 |
+
1280,
|
| 142 |
+
3
|
| 143 |
+
],
|
| 144 |
+
"names": [
|
| 145 |
+
"height",
|
| 146 |
+
"width",
|
| 147 |
+
"channel"
|
| 148 |
+
],
|
| 149 |
+
"info": {
|
| 150 |
+
"video.height": 720,
|
| 151 |
+
"video.width": 1280,
|
| 152 |
+
"video.codec": "av1",
|
| 153 |
+
"video.pix_fmt": "yuv420p",
|
| 154 |
+
"video.is_depth_map": false,
|
| 155 |
+
"video.fps": 30,
|
| 156 |
+
"video.channels": 3,
|
| 157 |
+
"has_audio": false
|
| 158 |
+
}
|
| 159 |
+
},
|
| 160 |
+
"observation.state": {
|
| 161 |
+
"dtype": "float32",
|
| 162 |
+
"shape": [
|
| 163 |
+
23
|
| 164 |
+
],
|
| 165 |
+
"names": [
|
| 166 |
+
[
|
| 167 |
+
"psm1_pose.position.x",
|
| 168 |
+
"psm1_pose.position.y",
|
| 169 |
+
"psm1_pose.position.z",
|
| 170 |
+
"psm1_pose.orientation.x",
|
| 171 |
+
"psm1_pose.orientation.y",
|
| 172 |
+
"psm1_pose.orientation.z",
|
| 173 |
+
"psm1_pose.orientation.w",
|
| 174 |
+
"psm1_jaw",
|
| 175 |
+
"psm2_pose.position.x",
|
| 176 |
+
"psm2_pose.position.y",
|
| 177 |
+
"psm2_pose.position.z",
|
| 178 |
+
"psm2_pose.orientation.x",
|
| 179 |
+
"psm2_pose.orientation.y",
|
| 180 |
+
"psm2_pose.orientation.z",
|
| 181 |
+
"psm2_pose.orientation.w",
|
| 182 |
+
"psm2_jaw",
|
| 183 |
+
"ecm_pose.position.x",
|
| 184 |
+
"ecm_pose.position.y",
|
| 185 |
+
"ecm_pose.position.z",
|
| 186 |
+
"ecm_pose.orientation.x",
|
| 187 |
+
"ecm_pose.orientation.y",
|
| 188 |
+
"ecm_pose.orientation.z",
|
| 189 |
+
"ecm_pose.orientation.w"
|
| 190 |
+
]
|
| 191 |
+
]
|
| 192 |
+
},
|
| 193 |
+
"action": {
|
| 194 |
+
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|
| 195 |
+
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|
| 196 |
+
23
|
| 197 |
+
],
|
| 198 |
+
"names": [
|
| 199 |
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[
|
| 200 |
+
"psm1_sp.position.x",
|
| 201 |
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"psm1_sp.position.y",
|
| 202 |
+
"psm1_sp.position.z",
|
| 203 |
+
"psm1_sp.orientation.x",
|
| 204 |
+
"psm1_sp.orientation.y",
|
| 205 |
+
"psm1_sp.orientation.z",
|
| 206 |
+
"psm1_sp.orientation.w",
|
| 207 |
+
"psm1_jaw_sp",
|
| 208 |
+
"psm2_sp.position.x",
|
| 209 |
+
"psm2_sp.position.y",
|
| 210 |
+
"psm2_sp.position.z",
|
| 211 |
+
"psm2_sp.orientation.x",
|
| 212 |
+
"psm2_sp.orientation.y",
|
| 213 |
+
"psm2_sp.orientation.z",
|
| 214 |
+
"psm2_sp.orientation.w",
|
| 215 |
+
"psm2_jaw_sp",
|
| 216 |
+
"ecm_sp.position.x",
|
| 217 |
+
"ecm_sp.position.y",
|
| 218 |
+
"ecm_sp.position.z",
|
| 219 |
+
"ecm_sp.orientation.x",
|
| 220 |
+
"ecm_sp.orientation.y",
|
| 221 |
+
"ecm_sp.orientation.z",
|
| 222 |
+
"ecm_sp.orientation.w"
|
| 223 |
+
]
|
| 224 |
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]
|
| 225 |
+
},
|
| 226 |
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|
| 227 |
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"dtype": "string",
|
| 228 |
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"shape": [
|
| 229 |
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1
|
| 230 |
+
],
|
| 231 |
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"names": [
|
| 232 |
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"psm1_tool_type"
|
| 233 |
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]
|
| 234 |
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},
|
| 235 |
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"observation.meta.tool.psm2": {
|
| 236 |
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"dtype": "string",
|
| 237 |
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|
| 238 |
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1
|
| 239 |
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],
|
| 240 |
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"names": [
|
| 241 |
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"psm2_tool_type"
|
| 242 |
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]
|
| 243 |
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},
|
| 244 |
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"observation.meta.suj": {
|
| 245 |
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"dtype": "float32",
|
| 246 |
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"shape": [
|
| 247 |
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21
|
| 248 |
+
],
|
| 249 |
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"names": [
|
| 250 |
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[
|
| 251 |
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"suj_psm1_pose.position.x",
|
| 252 |
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"suj_psm1_pose.position.y",
|
| 253 |
+
"suj_psm1_pose.position.z",
|
| 254 |
+
"suj_psm1_pose.orientation.x",
|
| 255 |
+
"suj_psm1_pose.orientation.y",
|
| 256 |
+
"suj_psm1_pose.orientation.z",
|
| 257 |
+
"suj_psm1_pose.orientation.w",
|
| 258 |
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"suj_psm2_pose.position.x",
|
| 259 |
+
"suj_psm2_pose.position.y",
|
| 260 |
+
"suj_psm2_pose.position.z",
|
| 261 |
+
"suj_psm2_pose.orientation.x",
|
| 262 |
+
"suj_psm2_pose.orientation.y",
|
| 263 |
+
"suj_psm2_pose.orientation.z",
|
| 264 |
+
"suj_psm2_pose.orientation.w",
|
| 265 |
+
"suj_ecm_pose.position.x",
|
| 266 |
+
"suj_ecm_pose.position.y",
|
| 267 |
+
"suj_ecm_pose.position.z",
|
| 268 |
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"suj_ecm_pose.orientation.x",
|
| 269 |
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"suj_ecm_pose.orientation.y",
|
| 270 |
+
"suj_ecm_pose.orientation.z",
|
| 271 |
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"suj_ecm_pose.orientation.w"
|
| 272 |
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]
|
| 273 |
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]
|
| 274 |
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},
|
| 275 |
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"instruction.text": {
|
| 276 |
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|
| 277 |
+
"shape": [
|
| 278 |
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1
|
| 279 |
+
],
|
| 280 |
+
"description": "Grasp a ring and place it on a spike of the same color."
|
| 281 |
+
},
|
| 282 |
+
"timestamp": {
|
| 283 |
+
"dtype": "float32",
|
| 284 |
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|
| 285 |
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1
|
| 286 |
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],
|
| 287 |
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|
| 288 |
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},
|
| 289 |
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|
| 290 |
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"dtype": "int64",
|
| 291 |
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|
| 292 |
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1
|
| 293 |
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],
|
| 294 |
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|
| 295 |
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},
|
| 296 |
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"episode_index": {
|
| 297 |
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|
| 298 |
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|
| 299 |
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1
|
| 300 |
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],
|
| 301 |
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|
| 302 |
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},
|
| 303 |
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|
| 304 |
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|
| 305 |
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|
| 306 |
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1
|
| 307 |
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],
|
| 308 |
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|
| 309 |
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},
|
| 310 |
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"task_index": {
|
| 311 |
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|
| 312 |
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|
| 313 |
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1
|
| 314 |
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],
|
| 315 |
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|
| 316 |
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}
|
| 317 |
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},
|
| 318 |
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|
| 319 |
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|
| 320 |
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|
| 321 |
+
"failure": "11",
|
| 322 |
+
"total": "153"
|
| 323 |
+
}
|
| 324 |
+
}
|
Surgical/obuda/seaspike_2/meta/modality.json
ADDED
|
@@ -0,0 +1,49 @@
|
|
|
|
|
|
|
|
|
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|
|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"state": {
|
| 3 |
+
"psm1_pose": {
|
| 4 |
+
"start": 0,
|
| 5 |
+
"end": 7
|
| 6 |
+
},
|
| 7 |
+
"psm1_gripper": {
|
| 8 |
+
"start": 7,
|
| 9 |
+
"end": 8
|
| 10 |
+
},
|
| 11 |
+
"psm2_pose": {
|
| 12 |
+
"start": 8,
|
| 13 |
+
"end": 15
|
| 14 |
+
},
|
| 15 |
+
"psm2_gripper": {
|
| 16 |
+
"start": 15,
|
| 17 |
+
"end": 16
|
| 18 |
+
}
|
| 19 |
+
},
|
| 20 |
+
"action": {
|
| 21 |
+
"psm1_pose": {
|
| 22 |
+
"start": 0,
|
| 23 |
+
"end": 7
|
| 24 |
+
},
|
| 25 |
+
"psm1_gripper": {
|
| 26 |
+
"start": 7,
|
| 27 |
+
"end": 8
|
| 28 |
+
},
|
| 29 |
+
"psm2_pose": {
|
| 30 |
+
"start": 8,
|
| 31 |
+
"end": 15
|
| 32 |
+
},
|
| 33 |
+
"psm2_gripper": {
|
| 34 |
+
"start": 15,
|
| 35 |
+
"end": 16
|
| 36 |
+
}
|
| 37 |
+
},
|
| 38 |
+
"video": {
|
| 39 |
+
"endoscope_left": {
|
| 40 |
+
"original_key": "observation.images.endoscope.left"
|
| 41 |
+
},
|
| 42 |
+
"wrist_left": {
|
| 43 |
+
"original_key": "observation.images.wrist.left"
|
| 44 |
+
},
|
| 45 |
+
"wrist_right": {
|
| 46 |
+
"original_key": "observation.images.wrist.right"
|
| 47 |
+
}
|
| 48 |
+
}
|
| 49 |
+
}
|
Surgical/obuda/seaspike_2/meta/percentile_stats.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
Surgical/obuda/seaspike_2/meta/relative_stats.json
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
{}
|
Surgical/obuda/seaspike_2/meta/stats.json
ADDED
|
@@ -0,0 +1,466 @@
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|
|
|
|
|
|
|
|
|
|
|
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| 1 |
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{
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| 2 |
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Surgical/obuda/seaspike_2/meta/tasks.jsonl
ADDED
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@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
{"task_index": 0, "task": "Seaspike"}
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Surgical/obuda/seaspike_2/meta/temporal_stats.json
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