gait IoT Dataset Records | IoTDataset.com

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

Accelerometer / Gyroscope / Movement Analysis May 10, 2026

MotionSense: Smartphone IMU Dataset for HAR and Attribute Recognition [24 Subjects, 6 Activities]

iPhone 6s accelerometer and gyroscope dataset from 24 subjects performing 6 activities (walking, jogging, stairs up/down, sitting, standing) at 50 Hz. CSV. Kaggle and GitHub. Used for human activity recognition (HAR) and mobile sensor privacy research. Imperial College London, 2018.

#wearable #smartphone #accelerometer #gyroscope +12 more

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Government

Healthcare Apr 10, 2026

FDA Wearable Gait Dataset — Synchronized Smartphone IMU & Pressure Walkway [400 Trials]

Open-access wearable gait dataset with 400 CSV files from 20 healthy participants across 5 smartphone orientations and 2 gait trial types. 100 Hz IMU sampling. Used for smartphone-based gait metric validation and wearable sensor accuracy studies.

#iot #wearable #healthcare #gait-analysis +11 more

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Kaggle

Smart Home Feb 04, 2026

GAITEX: Human motion dataset of impaired gait and rehabilitation exercises using inertial and optical sensors

GAITEX is a comprehensive multimodal human motion dataset capturing impaired gait and rehabilitation exercises using nine wearable IMUs and optical motion capture systems, designed for biomechanical analysis and rehabilitation monitoring.

#GAITEX #IMU #motion capture #human gait +5 more

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Kaggle

Smart Home Jan 31, 2026

FoG-STAR: Multi-Level Annotated Sensor Dataset of Gait Freezing Episodes in Parkinson's Disease (Nature 2026)

Wearable IMU dataset from 22 Parkinson's disease patients performing standardized motor tasks, with four inertial sensors (ankles, wrist, lower back) capturing freezing of gait (FoG) episodes, designed for algorithm development and clinical gait analysis.

#Parkinson's disease #freezing of gait #wearable #IMU +6 more

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