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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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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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## 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": "frodobot", |
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"total_episodes": 10, |
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"total_frames": 4948, |
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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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"video_files_size_in_mb": 500, |
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"fps": 10, |
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"splits": { |
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"train": "0:10" |
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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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"action": { |
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"dtype": "float32", |
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"shape": [ |
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2 |
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], |
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"names": [ |
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"linear_velocity", |
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"angular_velocity" |
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] |
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}, |
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"observation.images.front": { |
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"dtype": "video", |
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"shape": [ |
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128, |
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224, |
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3 |
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], |
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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": 128, |
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"video.width": 224, |
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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": 10, |
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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.images.rear": { |
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"dtype": "video", |
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"shape": [ |
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64, |
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96, |
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3 |
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], |
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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": 64, |
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"video.width": 96, |
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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": 10, |
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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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23 |
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], |
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"names": [ |
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"filtered_position_x", |
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"filtered_position_y", |
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"relative_position_x", |
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"relative_position_y", |
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"utm_position_x", |
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"utm_position_y", |
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"filtered_heading", |
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"compass_heading", |
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"accelerometer_x", |
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"accelerometer_y", |
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"accelerometer_z", |
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"gyroscope_x", |
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"gyroscope_y", |
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"gyroscope_z", |
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"magnetometer_filtered_x", |
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"magnetometer_filtered_y", |
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"magnetometer_filtered_z", |
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"wheel_rpm_0", |
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"wheel_rpm_1", |
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"wheel_rpm_2", |
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"wheel_rpm_3", |
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"latitude", |
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"longitude" |
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] |
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}, |
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"observation.action_mbra": { |
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"dtype": "float32", |
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"shape": [ |
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2 |
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], |
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"names": [ |
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"mbra_linear", |
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"mbra_angular" |
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] |
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}, |
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"observation.action_original": { |
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"dtype": "float32", |
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"shape": [ |
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2 |
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], |
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"names": [ |
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"original_linear", |
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"original_angular" |
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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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"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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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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## Citation |
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**BibTeX:** |
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```bibtex |
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[More Information Needed] |
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``` |
