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README.md
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@@ -13,12 +13,7 @@ This dataset was created using [LeRobot](https://github.com/huggingface/lerobot)
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## Dataset Description
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This dataset contains 50 demonstrations per task from the Meta-world simulation benchmarks. Demonstrations are generated using expert policies.
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Meta-world: https://arxiv.org/abs/1910.10897
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We reposition the camera and flip the rendered images as follow:
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```env.model.cam_pos[2] = [0.75, 0.075, 0.7]
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```
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- **Homepage:** [More Information Needed]
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- **Paper:** [More Information Needed]
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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": "metaworld",
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"total_episodes": 2500,
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"total_frames": 204806,
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"total_tasks": 49,
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"total_videos": 0,
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"total_chunks": 3,
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"chunks_size": 1000,
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"fps": 80,
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"splits": {
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"train": "0:2500"
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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.state": {
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"dtype": "float32",
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],
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"names": {
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"axes": null
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}
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},
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"action": {
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"dtype": "float32",
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@@ -65,21 +59,24 @@ We reposition the camera and flip the rendered images as follow:
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"z",
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"gripper"
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]
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}
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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.success": {
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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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"observation.environment_state": {
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"dtype": "float32",
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],
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"names": [
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"keypoints"
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]
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},
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"observation.image": {
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"dtype": "image",
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"channels",
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"height",
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"width"
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]
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},
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"task_id": {
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"dtype": "int16",
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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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"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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"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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"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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"index": {
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"dtype": "int64",
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"shape": [
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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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],
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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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## Dataset Description
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- **Homepage:** [More Information Needed]
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- **Paper:** [More Information Needed]
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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": "metaworld",
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"total_episodes": 2500,
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"total_frames": 204806,
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"total_tasks": 49,
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"chunks_size": 1000,
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"fps": 80,
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"splits": {
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"train": "0:2500"
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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.state": {
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"dtype": "float32",
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],
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"names": {
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"axes": null
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},
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"fps": 80
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},
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"action": {
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"dtype": "float32",
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"z",
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"gripper"
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]
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},
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"fps": 80
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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": 80
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},
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"next.success": {
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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": 80
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},
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"observation.environment_state": {
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"dtype": "float32",
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],
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"names": [
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"keypoints"
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],
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"fps": 80
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},
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"observation.image": {
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"dtype": "image",
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"channels",
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"height",
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"width"
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],
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"fps": 80
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},
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"task_id": {
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"dtype": "int16",
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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": 80
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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": 80
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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": 80
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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": 80
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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": 80
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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": 80
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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": 500
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}
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```
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