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README.md
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| 1 |
+
---
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| 2 |
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license: apache-2.0
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| 3 |
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task_categories:
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| 4 |
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- robotics
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| 5 |
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tags:
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| 6 |
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- LeRobot
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| 7 |
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- arx
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| 8 |
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- teleop
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| 9 |
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- long-cable
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| 10 |
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- subtask
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| 11 |
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- dagger
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| 12 |
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- lerobot
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| 13 |
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- v3
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| 14 |
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configs:
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- config_name: default
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data_files: data/*/*.parquet
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| 17 |
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---
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| 18 |
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| 19 |
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This dataset was created using [LeRobot](https://github.com/huggingface/lerobot).
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<a class="flex" href="https://huggingface.co/spaces/lerobot/visualize_dataset?path=ajaysri/long_cable_insertion_2_raw_plus_dagger2x">
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| 23 |
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<img class="block dark:hidden" src="https://huggingface.co/datasets/huggingface/badges/resolve/main/visualize-this-dataset-xl.svg"/>
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<img class="hidden dark:block" src="https://huggingface.co/datasets/huggingface/badges/resolve/main/visualize-this-dataset-xl-dark.svg"/>
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</a>
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## Dataset Description
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| 29 |
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| 30 |
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- **Homepage:** [More Information Needed]
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| 33 |
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- **Paper:** [More Information Needed]
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| 34 |
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- **License:** apache-2.0
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## Dataset Structure
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| 37 |
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[meta/info.json](meta/info.json):
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| 39 |
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```json
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| 40 |
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{
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| 41 |
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"codebase_version": "v3.0",
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| 42 |
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"robot_type": "arx",
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| 43 |
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"total_episodes": 538,
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| 44 |
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"total_frames": 70596,
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| 45 |
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"total_tasks": 3,
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| 46 |
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"chunks_size": 1000,
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| 47 |
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"data_files_size_in_mb": 0,
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| 48 |
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"video_files_size_in_mb": 0,
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| 49 |
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"fps": 50,
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| 50 |
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"splits": {
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| 51 |
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"train": "0:538"
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| 52 |
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},
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| 53 |
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"data_path": "data/chunk-{chunk_index:03d}/file-{file_index:03d}.parquet",
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| 54 |
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"video_path": "videos/{video_key}/chunk-{chunk_index:03d}/file-{file_index:03d}.mp4",
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| 55 |
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"features": {
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| 56 |
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"observation.state": {
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| 57 |
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"dtype": "float32",
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| 58 |
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"shape": [
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| 59 |
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14
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| 60 |
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],
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| 61 |
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"names": [
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| 62 |
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"state_0",
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| 63 |
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"state_1",
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| 64 |
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"state_2",
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| 65 |
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"state_3",
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| 66 |
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"state_4",
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| 67 |
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"state_5",
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| 68 |
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"state_6",
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| 69 |
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"state_7",
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| 70 |
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"state_8",
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| 71 |
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"state_9",
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| 72 |
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"state_10",
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| 73 |
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"state_11",
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| 74 |
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"state_12",
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| 75 |
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"state_13"
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| 76 |
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]
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| 77 |
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},
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| 78 |
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"observation.velocity": {
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| 79 |
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"dtype": "float32",
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| 80 |
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"shape": [
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| 81 |
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14
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| 82 |
+
],
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| 83 |
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"names": [
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| 84 |
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"velocity_0",
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| 85 |
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"velocity_1",
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| 86 |
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"velocity_2",
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| 87 |
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"velocity_3",
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| 88 |
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"velocity_4",
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| 89 |
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"velocity_5",
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| 90 |
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"velocity_6",
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| 91 |
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"velocity_7",
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| 92 |
+
"velocity_8",
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| 93 |
+
"velocity_9",
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| 94 |
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"velocity_10",
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| 95 |
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"velocity_11",
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| 96 |
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"velocity_12",
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| 97 |
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"velocity_13"
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| 98 |
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]
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| 99 |
+
},
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| 100 |
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"action": {
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| 101 |
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"dtype": "float32",
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| 102 |
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"shape": [
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| 103 |
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14
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| 104 |
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],
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| 105 |
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"names": [
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| 106 |
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"action_0",
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| 107 |
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"action_1",
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| 108 |
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"action_2",
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| 109 |
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"action_3",
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| 110 |
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"action_4",
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| 111 |
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"action_5",
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| 112 |
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"action_6",
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| 113 |
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"action_7",
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| 114 |
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"action_8",
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| 115 |
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"action_9",
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| 116 |
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"action_10",
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| 117 |
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"action_11",
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| 118 |
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"action_12",
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| 119 |
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"action_13"
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| 120 |
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]
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| 121 |
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},
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| 122 |
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"observation.images.video_left": {
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| 123 |
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"dtype": "video",
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| 124 |
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"shape": [
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| 125 |
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360,
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| 126 |
+
640,
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| 127 |
+
3
|
| 128 |
+
],
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| 129 |
+
"names": [
|
| 130 |
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"height",
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| 131 |
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"width",
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| 132 |
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"channel"
|
| 133 |
+
],
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| 134 |
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"info": {
|
| 135 |
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"video.height": 360,
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| 136 |
+
"video.width": 640,
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| 137 |
+
"video.codec": "h264",
|
| 138 |
+
"video.pix_fmt": "yuv420p",
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| 139 |
+
"video.is_depth_map": false,
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| 140 |
+
"video.fps": 50,
|
| 141 |
+
"video.channels": 3,
|
| 142 |
+
"has_audio": false
|
| 143 |
+
}
|
| 144 |
+
},
|
| 145 |
+
"observation.images.video_overhead": {
|
| 146 |
+
"dtype": "video",
|
| 147 |
+
"shape": [
|
| 148 |
+
360,
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| 149 |
+
640,
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| 150 |
+
3
|
| 151 |
+
],
|
| 152 |
+
"names": [
|
| 153 |
+
"height",
|
| 154 |
+
"width",
|
| 155 |
+
"channel"
|
| 156 |
+
],
|
| 157 |
+
"info": {
|
| 158 |
+
"video.height": 360,
|
| 159 |
+
"video.width": 640,
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| 160 |
+
"video.codec": "h264",
|
| 161 |
+
"video.pix_fmt": "yuv420p",
|
| 162 |
+
"video.is_depth_map": false,
|
| 163 |
+
"video.fps": 50,
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| 164 |
+
"video.channels": 3,
|
| 165 |
+
"has_audio": false
|
| 166 |
+
}
|
| 167 |
+
},
|
| 168 |
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"observation.images.video_right": {
|
| 169 |
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"dtype": "video",
|
| 170 |
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"shape": [
|
| 171 |
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360,
|
| 172 |
+
640,
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| 173 |
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3
|
| 174 |
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],
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| 175 |
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"names": [
|
| 176 |
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"height",
|
| 177 |
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"width",
|
| 178 |
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"channel"
|
| 179 |
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],
|
| 180 |
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"info": {
|
| 181 |
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"video.height": 360,
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| 182 |
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"video.width": 640,
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| 183 |
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"video.codec": "h264",
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| 184 |
+
"video.pix_fmt": "yuv420p",
|
| 185 |
+
"video.is_depth_map": false,
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| 186 |
+
"video.fps": 50,
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| 187 |
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"video.channels": 3,
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| 188 |
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"has_audio": false
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| 189 |
+
}
|
| 190 |
+
},
|
| 191 |
+
"timestamp": {
|
| 192 |
+
"dtype": "float32",
|
| 193 |
+
"shape": [
|
| 194 |
+
1
|
| 195 |
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],
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| 196 |
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"names": null
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| 197 |
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},
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| 198 |
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"frame_index": {
|
| 199 |
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"dtype": "int64",
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| 200 |
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"shape": [
|
| 201 |
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1
|
| 202 |
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],
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| 203 |
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"names": null
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| 204 |
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},
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| 205 |
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"episode_index": {
|
| 206 |
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"dtype": "int64",
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| 207 |
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"shape": [
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| 208 |
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1
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],
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"names": null
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},
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"index": {
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"dtype": "int64",
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"shape": [
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| 215 |
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1
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| 216 |
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],
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"names": null
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},
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| 219 |
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"task_index": {
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| 220 |
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"dtype": "int64",
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| 221 |
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"shape": [
|
| 222 |
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1
|
| 223 |
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],
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| 224 |
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"names": null
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| 225 |
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}
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| 226 |
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}
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| 227 |
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}
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| 228 |
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```
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| 229 |
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| 230 |
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| 231 |
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## Citation
|
| 232 |
+
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| 233 |
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**BibTeX:**
|
| 234 |
+
|
| 235 |
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```bibtex
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| 236 |
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[More Information Needed]
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| 237 |
+
```
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