human activity recognition IoT Dataset Records...

UCI Machine Learning Repository

Wearables & Human Activity Sep 22, 2026

OPPORTUNITY: Wearable, Object and Ambient Sensor Activity Data

Body-worn, object and ambient sensor recordings of daily activities from four participants: 24 runs, 869,387 samples, 242 sensor channels and seven annotation tracks.

#human activity recognition #wearable #ambient sensors #object sensors +4 more

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UCI Machine Learning Repository

Wearables & Human Activity Sep 22, 2026

HHAR: Heterogeneity Human Activity Recognition Dataset

Accelerometer and gyroscope data from nine users carrying eight phones and four watches at once: 33.7 million rows built to study device heterogeneity.

#human activity recognition #smartphone sensors #smartwatch #accelerometer +4 more

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Mendeley Data

Wearables & Human Activity Sep 14, 2026

DisabledHAR — Inclusive Wearable Activity Dataset

396,602 rows and 33 columns of smartphone motion signals and labels; the publisher describes 20 participants with and without mobility disabilities.

#wearable #human activity recognition #disability #smartphone sensors +4 more

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Mendeley Data

Wearables & Human Activity Sep 14, 2026

WHAMAP — Multi-IMU Activity and Fatigue Dataset

1,143,070 rows across 80 activity traces from 10 participants; each trace has 78 fields from five IMUs, a smartphone and activity/fatigue metadata.

#wearable #human activity recognition #imu #fatigue +4 more

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UCI Machine Learning Repository

Wearables & Human Activity Sep 14, 2026

HARTH — Free-Living Human Activity Recognition Dataset

6,461,328 annotated samples from 22 free-living participants wearing two accelerometers; CSVs contain eight core fields, with extra index columns in three files.

#wearable #human activity recognition #free living #accelerometer +4 more

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Kaggle

Smart Home Feb 08, 2026

Multi-sensor dataset of human activities in a smart home environment

Sensor recordings of activities by a single user in a smart home, using PIR, reed switches, force sensors, light, temperature/humidity and smart plugs; includes three CSV files for analysis.

#smart home #human activity recognition #multi-sensor #PIR +5 more

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Kaggle

Smart Home Jan 28, 2026

WISDM Smartphone and Smartwatch Activity and Biometrics Dataset

Time-series accelerometer and gyroscope data from smartphones and smartwatches carried by 51 subjects performing 18 activities, suitable for human activity recognition and motion-based biometrics.[web:119][web:123][web:137]

#UCI #WISDM #smartphone #smartwatch +5 more

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