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@OxWearables Oxford Wearables Group

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    40 repositories

    • actinet

      Public
      An activity classification model based on self-supervised learning for wrist-worn accelerometer data.
      machine-learningdeep-learninghealthcare
      machine-learningdeep-learninghealthcarehuman-activity-recognitionwearablesfitness-trackerself-supervised-learning
      Python
      •
      Other
      •4•16•0•0•Updated Oct 26, 2026Oct 26, 2026

    • asleep

      Public
      asleep: a sleep classifier for wearable sensor data using machine learning
      deep-learningaccelerometersleep
      deep-learningaccelerometersleepwearablespopulation-health
      Python
      •
      Other
      •17•57•24•2•Updated Oct 9, 2026Oct 9, 2026

    • stepcount

      Public
      Improved Step Counting via Foundation Models for Wrist-Worn Accelerometers
      machine-learningdeep-learninghealthcare
      machine-learningdeep-learninghealthcarewearablesfitness-trackergait-analysisself-supervised-learning
      Jupyter Notebook
      •
      Other
      •10•57•7•2•Updated Oct 9, 2026Oct 9, 2026

    • actipy

      Public
      Python Software Development Kit (SDK) to process wearable sensor data
      activity-trackerfitness-trackerukbiobank
      activity-trackerfitness-trackerukbiobankaxivityactigraphgeneactiv
      Python
      •
      Other
      •14•31•3•2•Updated Oct 6, 2026Oct 6, 2026

    • Oxford_Wearables_Activity_Recognition

      Public
      Notebooks for Oxford CDT Wearables Data Challenge
      Jupyter Notebook
      •
      Other
      •2•2•0•0•Updated Sep 24, 2026Sep 24, 2026

    • wear-location-comparability

      Public
      Analysis code for a comparability study of accelerometer-derived physical activity across wrist, thigh, and hip wear locations.
      healthcareepidemiologymeta-analysis
      healthcareepidemiologymeta-analysiswearablesfitness-tracker
      R
      •
      Other
      •1•0•0•0•Updated Sep 17, 2026Sep 17, 2026

    • cardiac-prep

      Public
      Preprocessing toolkit for ECG and accelerometry from wearable cardiac monitors
      Python
      •
      Other
      •1•1•0•0•Updated Sep 8, 2026Sep 8, 2026

    • Sensori

      Public
      Sensori: a foundation model for 24-hour wrist movement
      deep-learningwearablesfoundation-model
      deep-learningwearablesfoundation-model
      Jupyter Notebook
      •
      Other
      •3•17•1•1•Updated Sep 1, 2026Sep 1, 2026

    • aou-11-million-days-fitbit

      Public
      11 million days of longitudinal Fitbit data reveal novel future health insights
      healthcareepidemiologywearables
      healthcareepidemiologywearables
      0•0•0•0•Updated Aug 27, 2026Aug 27, 2026

    • sedentary-detection

      Public
      Evaluation of the detection of sedentary behaviour on the Smart Work & Life dataset
      Python
      •0•1•0•0•Updated May 28, 2026May 28, 2026

    • dnanexus-stepcount

      Public
      DNAnexus applet for https://github.com/OxWearables/stepcount
      Shell
      •0•1•0•0•Updated Apr 3, 2026Apr 3, 2026

    • dnanexus-asleep

      Public
      DNAnexus applet for https://github.com/OxWearables/asleep
      Shell
      •0•0•0•0•Updated Apr 1, 2026Apr 1, 2026

    • ukb_repeat_accelerometry

      Public
      healthcareepidemiologywearables
      healthcareepidemiologywearablesfitness-tracker
      R
      •
      Other
      •1•1•0•0•Updated Feb 23, 2026Feb 23, 2026

    • rap_data_access_instructions

      Public
      Instructions for pulling UK Biobank data using the DNAnexus RAP
      Jupyter Notebook
      •
      Other
      •0•8•0•0•Updated Feb 11, 2026Feb 11, 2026

    • .github

      Public
      Oxford Wearables Group
      0•0•0•0•Updated Nov 17, 2025Nov 17, 2025

    • biobankAccelerometerAnalysis

      Public
      Extracting meaningful health information from large accelerometer datasets
      machine-learningactivity-trackerfitness-tracker
      machine-learningactivity-trackerfitness-trackerukbiobankaxivityactigraphgeneactiv
      Python
      •
      Other
      •71•253•20•4•Updated Nov 10, 2025Nov 10, 2025

    • epicoda

      Public
      Supports epidemiological analyses using compositional exposure variables
      R
      •
      Other
      •7•10•25•3•Updated Oct 10, 2025Oct 10, 2025

    • epidemiology_nhanes

      Public
      R code to perform basic all-cause mortality analyses with NHANES
      Other
      •2•2•0•0•Updated Sep 29, 2025Sep 29, 2025

    • WearableCollectionTutorial

      Public
      Practical on annotating wearable accelerometer and camera data
      Python
      •0•0•0•0•Updated Sep 19, 2025Sep 19, 2025

    • axivity-outdoor-light

      Public
      AX3 Outdoor Light Exposure Analysis
      Python
      •
      Other
      •0•0•0•0•Updated Mar 6, 2025Mar 6, 2025

    • capture24

      Public
      CAPTURE-24: Human activity recognition with activity trackers
      Jupyter Notebook
      •
      Other
      •11•60•0•0•Updated Nov 19, 2024Nov 19, 2024

    • dnanexus-demo-app

      Public
      DNAnexus Demo App
      Python
      •0•1•0•0•Updated Oct 30, 2024Oct 30, 2024

    • ssl-wearables

      Public
      Self-supervised learning for wearables using the UK-Biobank (>700,000 person-days)
      deep-learningpytorchaccelerometer
      deep-learningpytorchaccelerometerwearablehuman-activity-recognitionself-supervised-learningfoundation-models
      Jupyter Notebook
      •
      Other
      •47•170•6•0•Updated Oct 24, 2024Oct 24, 2024

    • RMLHDS

      Public
      Jupyter Notebook
      •
      Other
      •2•4•4•0•Updated Sep 25, 2024Sep 25, 2024

    • label_hub

      Public
      Welcome to the Capture24 Labeling Project repository. This web application is designed for efficient and intuitive labeling of images in the Capture24 project. …
      0•0•0•0•Updated Sep 12, 2024Sep 12, 2024

    • pd_walking

      Public
      Detect walking in the PD population
      Python
      •
      Other
      •1•1•0•0•Updated Aug 28, 2024Aug 28, 2024

    • rap_wearables

      Public
      A demo/example pipeline for analysing wearables data using the RAP.
      Jupyter Notebook
      •
      Other
      •9•20•1•0•Updated Jul 11, 2024Jul 11, 2024

    • UKB_steps_mortality

      Public
      This repository holds the statistical analysis code for the association of steps and mortality in the UK Biobank
      Jupyter Notebook
      •
      Other
      •0•7•0•0•Updated Jul 21, 2023Jul 21, 2023

    • ssl-ukb

      Public
      Self-supervised activity recognition on the UK Biobank Accelerometer Dataset.
      Python
      •
      Other
      •2•3•0•0•Updated Apr 18, 2023Apr 18, 2023

    • Wearables_Activity_Recognition_R

      Public
      R Notebooks for Wearables Activity Recognition
      Other
      •0•0•0•0•Updated Mar 9, 2023Mar 9, 2023
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