wearable-sensors 开源项目推荐（163 个）

Mentra-Community /OpenSourceSmartGlasses

Open Source smart glasses designed to be 1. All day wearable 2. Immediately useful 3. Extendable for makers, startups, and everyone else.

haoranD /Awesome-Human-Activity-Recognition

An up-to-date & curated list of Awesome IMU-based Human Activity Recognition(Ubiquitous Computing) papers, methods & resources. Please note that most of the collections of researches are mainly based on IMU data.

cruiseresearchgroup /SensorLLM

[EMNLP 2025] Official implementation of "SensorLLM: Aligning Large Language Models with Motion Sensors for Human Activity Recognition"

fsmeraldi /bleakheart

一个异步 BLE 心率监测库，支持来自 Polar 监测器的额外数据（ECG、加速度计等）

Mentalab-hub /explorepy

Python API for Mentalab biosignal aquisition devices

saif-mahmud /self-attention-HAR

[ECAI 2020] Tensorflow 2.x Implementation of "Human Activity Recognition from Wearable Sensor Data Using Self-Attention"

AdelaideAuto-IDLab /Attend-And-Discriminate

Attend and Discriminate: Beyond the State-of-the-Art for Human Activity Recognition Using Wearable Sensors

Tahirpathan-AiLab /Machine_Learning_Model

End-to-end Machine Learning pipeline for wearable sensor data featuring preprocessing, feature engineering, PCA, FFT, outlier detection, and repetition counting for barbell exercises.

leduckhai /Wearable_LDF-FS

[Communications Medicine 2026] A Wearable Device Dataset for Mental Health Assessment Using Laser Doppler Flowmetry and Fluorescence Spectroscopy Sensors

cruiseresearchgroup /ZARA

[ACL 2026]“ZARA：通过基于证据的大型语言模型代理进行无训练运动时间序列推理”的官方实现

tscnlab /LightLogR

R package for processing and analysing light logger and optical radiation dosimeter data

biomarkersParkinson /paradigma

Digital Biomarkers for Parkinson's Disease Toolbox.

CaydenPierce /MSA

Open Source Wearable Microphone Array Glasses for Multi-Speaker Speech Recognition

esl-epfl /KID-PPG

KID-PPG package for heart rate extraction from photoplethysmography signals

ald0405 /whoop-data

Use AI to explore your health data

Simonlee711 /HiMAE

[ICLR 2026] HiMAE: Hierarchical Masked Autoencoders Discover Resolution-Specific Structure in Wearable Time Series

jack-fogarty /LOTUS

The LOTUS is a GUI primarily built to read, compile, and analyse raw Empatica EmbracePlus data over user-defined periods of time. Fragmented 'chunks' of raw timeseries data output by Empatica (i.e., EDA, BVP, systolic peaks, temperature, accelerometer, and event tags) can be selectively reconstituted as continuous timeseries for further processing.

OpenTimeWatch-Project /OpenTimeWatch-OS

An open source watch OS for ESP32-S3 based watches (Made in India 🇮🇳)

bozeklab /actitect

Repository for ActiTect (general-purpose actigraphy analysis) and RBDisco (RBD prediction from wrist actigraphy).

CristianTuretta /FoG-STAR

Dataset containing wearable IMU recordings and clinical information from people with Parkinson’s Disease. It is designed to support research on Freezing of Gait (FoG) detection, severity estimation, activity recognition, and digital biomarkers.