| version: v0.1.0 |
| release_name: Ready-to-Use Preprocessed HAR Datasets |
| homepage: |
| huggingface: https://huggingface.co/datasets/shenjianmozhu/preprocessed-har-datasets |
| github: https://github.com/tengqi159/preprocessed-har-datasets |
| google_drive_mirror: pending |
| maintainers: |
| - name: Qi Teng and collaborators |
| affiliation: Zhengzhou University |
| email: GitHub issues |
| default_layout: channels_first |
| datasets: |
| - slug: uci_har |
| display_name: UCI-HAR |
| citation_key: anguita2013public |
| source_url: https://archive.ics.uci.edu/dataset/240/human+activity+recognition+using+smartphones |
| samples: 10299 |
| classes: 6 |
| channels: 9 |
| timesteps: 128 |
| sampling_rate_hz: 50 |
| overlap: "50%" |
| split: "70%/30%" |
| sensing_setup: Waist-mounted smartphone accelerometer and gyroscope. |
| release_note: Uses fixed-width windows in the processed benchmark format. |
| redistribution_status: verify_before_upload |
| - slug: unimib_shar |
| display_name: UniMiB-SHAR |
| citation_key: micucci2017unimib |
| source_url: https://arxiv.org/abs/1611.07688 |
| samples: 11771 |
| classes: 17 |
| channels: 3 |
| timesteps: 151 |
| sampling_rate_hz: 50 |
| overlap: "50%" |
| split: "70%/30%" |
| sensing_setup: Trouser-pocket smartphone accelerometer for daily activity and fall recognition. |
| release_note: Verify official dataset download terms before uploading processed files. |
| redistribution_status: verify_before_upload |
| - slug: usc_had |
| display_name: USC-HAD |
| citation_key: zhang2012usc |
| source_url: https://sipi.usc.edu/had/ |
| samples: 9873 |
| classes: 12 |
| channels: 6 |
| timesteps: 512 |
| sampling_rate_hz: 100 |
| overlap: "50%" |
| split: "70%/30%" |
| sensing_setup: MotionNode accelerometer and gyroscope worn at the front right hip. |
| release_note: Verify official dataset terms before uploading processed files. |
| redistribution_status: verify_before_upload |
| - slug: flaap |
| display_name: FLAAP |
| citation_key: kumar2022flaap |
| source_url: https://doi.org/10.1016/j.procs.2022.10.208 |
| samples: 13123 |
| classes: 10 |
| channels: 6 |
| timesteps: 100 |
| sampling_rate_hz: 100 |
| overlap: "0%" |
| split: "80%/20%" |
| sensing_setup: Waist-mounted smartphone accelerometer and gyroscope. |
| release_note: Verify dataset download terms in addition to the open-access article license. |
| redistribution_status: verify_before_upload |
| - slug: hapt |
| display_name: HAPT |
| citation_key: reyes2016transition |
| source_url: https://archive.ics.uci.edu/dataset/341/smartphone+based+recognition+of+human+activities+and+postural+transitions |
| samples: 10908 |
| classes: 12 |
| channels: 6 |
| timesteps: 128 |
| sampling_rate_hz: 50 |
| overlap: "50%" |
| split: "70%/30%" |
| sensing_setup: Waist-mounted smartphone accelerometer and gyroscope with postural transitions. |
| release_note: Processed count should be checked against the final files before publication. |
| redistribution_status: verify_before_upload |
| - slug: mhealth |
| display_name: mHealth |
| citation_key: banos2014mhealth |
| source_url: https://archive.ics.uci.edu/dataset/319/mhealth+dataset |
| samples: 4818 |
| classes: 12 |
| channels: 12 |
| timesteps: 128 |
| sampling_rate_hz: 50 |
| overlap: "50%" |
| split: "80%/20%" |
| sensing_setup: Body-worn sensors placed on chest, right wrist, and left ankle; processed release uses selected motion channels. |
| release_note: Document channel selection relative to the original multimodal recording. |
| redistribution_status: verify_before_upload |
| - slug: dsads |
| display_name: DSADS |
| citation_key: altun2010comparative |
| source_url: https://archive.ics.uci.edu/dataset/256/daily+and+sports+activities |
| samples: 9113 |
| classes: 19 |
| channels: 45 |
| timesteps: 125 |
| sampling_rate_hz: 25 |
| overlap: "0%" |
| split: "75%/25%" |
| sensing_setup: Five inertial sensor units on torso, arms, and legs. |
| release_note: Full processed channel layout should be listed before release. |
| redistribution_status: verify_before_upload |
| - slug: pamap2 |
| display_name: PAMAP2 |
| citation_key: reiss2012creating |
| source_url: https://archive.ics.uci.edu/dataset/231/pamap2+physical+activity+monitoring |
| samples: 7616 |
| classes: 12 |
| channels: 40 |
| timesteps: 171 |
| sampling_rate_hz: 100 |
| overlap: "78%" |
| split: "80%/20%" |
| sensing_setup: IMUs on hand, chest, and ankle with heart-rate sensing in the original recording. |
| release_note: Document selected classes, missing-value handling, and selected channels. |
| redistribution_status: verify_before_upload |
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