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README.md
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---
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license:
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task_categories:
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- robotics
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tags:
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This dataset was created using [LeRobot](https://github.com/huggingface/lerobot).
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## Dataset Description
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- **Homepage:**
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- **Paper:**
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- **License:**
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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": "
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"robot_type": "unknown",
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"total_episodes": 1804,
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"total_frames": 338188,
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"total_tasks": 24,
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"total_videos": 7216,
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"total_chunks": 2,
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"chunks_size": 1000,
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"fps": 10,
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"splits": {
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"train": "0:1804"
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},
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"data_path": "data/chunk-{
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"video_path": "videos/chunk-{
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"features": {
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"observation.images.image_side_1": {
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"dtype": "video",
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"has_audio": false
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}
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},
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"language_instruction": {
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"dtype": "string",
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"shape": [
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1
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],
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"names": null
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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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"motor_6",
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"motor_7"
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]
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}
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},
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"action": {
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"dtype": "float32",
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"motor_5",
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"motor_6"
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]
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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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1
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],
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"names": null
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},
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"episode_index": {
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"dtype": "int64",
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"shape": [
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1
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],
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"names": null
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},
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"frame_index": {
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"dtype": "int64",
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"shape": [
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1
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],
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"names": null
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},
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"next.reward": {
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"dtype": "float32",
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"shape": [
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1
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],
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"names": null
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},
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"next.done": {
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"dtype": "bool",
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"shape": [
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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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1
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],
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"names": null
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},
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"task_index": {
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"dtype": "int64",
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"shape": [
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1
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],
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"names": null
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}
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}
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}
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```
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**BibTeX:**
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```bibtex
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title={FMB: a Functional Manipulation Benchmark for Generalizable Robotic Learning},
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author={Luo, Jianlan and Xu, Charles and Liu, Fangchen and Tan, Liam and Lin, Zipeng and Wu, Jeffrey and Abbeel, Pieter and Levine, Sergey},
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journal={arXiv preprint arXiv:2401.08553},
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year={2024}
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}
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```
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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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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=lerobot/fmb">
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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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"robot_type": "unknown",
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"total_episodes": 1804,
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"total_frames": 338188,
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"total_tasks": 24,
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"chunks_size": 1000,
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"fps": 10,
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"splits": {
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"train": "0:1804"
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},
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"data_path": "data/chunk-{chunk_index:03d}/file-{file_index:03d}.parquet",
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"video_path": "videos/{video_key}/chunk-{chunk_index:03d}/file-{file_index:03d}.mp4",
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"features": {
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"observation.images.image_side_1": {
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"dtype": "video",
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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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"motor_6",
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"motor_7"
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]
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},
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"fps": 10
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},
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"action": {
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"dtype": "float32",
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"motor_5",
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"motor_6"
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]
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},
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"fps": 10
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},
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"timestamp": {
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"dtype": "float32",
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"shape": [
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1
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],
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"names": null,
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"fps": 10
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},
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"episode_index": {
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"dtype": "int64",
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"shape": [
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1
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],
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"names": null,
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"fps": 10
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},
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"frame_index": {
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"dtype": "int64",
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"shape": [
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1
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],
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"names": null,
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"fps": 10
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},
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"next.reward": {
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"dtype": "float32",
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"shape": [
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1
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],
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"names": null,
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"fps": 10
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},
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"next.done": {
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"dtype": "bool",
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"shape": [
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1
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],
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"names": null,
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"fps": 10
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},
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"index": {
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"dtype": "int64",
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"shape": [
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1
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],
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"names": null,
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"fps": 10
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},
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"task_index": {
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"dtype": "int64",
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"shape": [
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1
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],
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"names": null,
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"fps": 10
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}
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},
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"data_files_size_in_mb": 100,
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"video_files_size_in_mb": 200
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}
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```
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**BibTeX:**
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```bibtex
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[More Information Needed]
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```
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