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