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README.md
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| 1 |
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---
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license: apache-2.0
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task_categories:
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- robotics
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tags:
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- LeRobot
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- robotics
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- imitation-learning
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- diffusion-policy
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- manipulation
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- fetch
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configs:
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- config_name: default
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data_files: data/*/*.parquet
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---
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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=e-cagan/diffpick">
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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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- **Homepage:** [More Information Needed]
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- **Paper:** [More Information Needed]
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- **License:** apache-2.0
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## Dataset Structure
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[meta/info.json](meta/info.json):
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```json
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{
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"codebase_version": "v3.0",
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"fps": 25,
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"features": {
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| 42 |
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"observation.image": {
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"dtype": "video",
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"shape": [
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96,
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96,
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3
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],
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| 49 |
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"names": [
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"height",
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"width",
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"channels"
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],
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"info": {
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"video.height": 96,
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"video.width": 96,
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| 57 |
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"video.codec": "av1",
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"video.pix_fmt": "yuv420p",
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"video.is_depth_map": false,
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"video.fps": 25,
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"video.channels": 3,
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"has_audio": false
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}
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},
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"observation.state": {
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"dtype": "float32",
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"shape": [
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10
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| 69 |
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],
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| 70 |
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"names": [
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"gripper_x",
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| 72 |
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"gripper_y",
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"gripper_z",
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"finger_left",
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"finger_right",
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"gripper_vx",
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"gripper_vy",
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"gripper_vz",
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"finger_left_v",
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"finger_right_v"
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]
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},
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"action": {
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| 84 |
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"dtype": "float32",
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"shape": [
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4
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| 87 |
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],
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"names": [
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"dx",
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| 90 |
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"dy",
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| 91 |
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"dz",
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"gripper_cmd"
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]
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},
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"timestamp": {
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"dtype": "float32",
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"shape": [
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| 98 |
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1
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| 99 |
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],
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| 100 |
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"names": null
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| 101 |
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},
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| 102 |
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"frame_index": {
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| 103 |
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"dtype": "int64",
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| 104 |
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"shape": [
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| 105 |
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1
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| 106 |
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],
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"names": null
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| 108 |
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},
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"episode_index": {
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| 110 |
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"dtype": "int64",
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| 111 |
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"shape": [
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| 112 |
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1
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| 113 |
+
],
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| 114 |
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"names": null
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| 115 |
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},
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| 116 |
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"index": {
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| 117 |
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"dtype": "int64",
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| 118 |
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"shape": [
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| 119 |
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1
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| 120 |
+
],
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| 121 |
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"names": null
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| 122 |
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},
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| 123 |
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"task_index": {
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| 124 |
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"dtype": "int64",
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| 125 |
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"shape": [
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| 126 |
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1
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| 127 |
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],
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| 128 |
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"names": null
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| 129 |
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}
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| 130 |
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},
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| 131 |
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"total_episodes": 200,
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"total_frames": 5489,
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"total_tasks": 1,
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"chunks_size": 1000,
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"data_files_size_in_mb": 100,
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| 136 |
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"video_files_size_in_mb": 200,
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| 137 |
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"data_path": "data/chunk-{chunk_index:03d}/file-{file_index:03d}.parquet",
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| 138 |
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"video_path": "videos/{video_key}/chunk-{chunk_index:03d}/file-{file_index:03d}.mp4",
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| 139 |
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"robot_type": "fetch",
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| 140 |
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"splits": {
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| 141 |
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"train": "0:200"
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}
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}
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```
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## Citation
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| 148 |
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| 149 |
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**BibTeX:**
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| 150 |
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| 151 |
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```bibtex
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| 152 |
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[More Information Needed]
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| 153 |
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```
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