OxWearables / ssl-wearablesLinks
Self-supervised learning for wearables using the UK-Biobank (>700,000 person-days)
☆137Updated last year
Alternatives and similar repositories for ssl-wearables
Users that are interested in ssl-wearables are comparing it to the libraries listed below
Sorting:
- CAPTURE-24: Human activity recognition with activity trackers☆46Updated 11 months ago
- Contrastive Learning (SimCLR) for Human Activity Recognition☆79Updated 4 years ago
- (ICLR'25) PaPaGei: Open Foundation Models for Optical Physiological Signals☆116Updated 4 months ago
- Improving Human Activity Recognition through Self-training with Unlabeled Data☆43Updated 4 years ago
- Transformer for Human Activity Recognition☆76Updated 2 years ago
- Code for RelCon: Relative Contrastive Learning for a Motion Foundation Model for Wearable Data (ICLR 2025)☆20Updated 7 months ago
- COCOA: Cross Modality Contrastive Learning for Sensor Data☆26Updated 3 years ago
- Improving Deep Learning for HAR with shallow LSTMs (best paper award), Bock et al., presented at ISWC 2021 (online)☆61Updated 7 months ago
- Baseline Machine Learning models for the Human Activity Recognition Trondheim (HARTH) dataset☆37Updated 10 months ago
- DANA: Dimension-Adaptive Neural Architecture (UbiComp'21)( ACM IMWUT)☆47Updated 4 years ago
- Code for the technical report on the ActiLife counts algorithm.☆42Updated 8 months ago
- Python package for the processing and analysis of Inertial Measurement Unit Data☆85Updated 2 months ago
- Implementation of Contrastive Self-Supervised Learning for Sensor-based Human Activity Recognition☆26Updated last year
- Attend and Discriminate: Beyond the State-of-the-Art for Human Activity Recognition Using Wearable Sensors☆23Updated 4 years ago
- A curated list of foundation models, datasets, and tools for biosignals☆75Updated last month
- Sample data associated with the Aurora-BP study☆37Updated 7 months ago
- Implementations of various published works on self-supervised learning approaches to biosignal feature extraction.☆53Updated 2 years ago
- ☆67Updated 2 years ago
- A Systematic Review: Self-Supervised Contrastive Learning for Medical Time Series☆33Updated last year
- [ICML 2021] Self-supervised pre-training of AI models on ECG data with CLOCS☆54Updated 3 years ago
- Generating ActiGraph Counts from Raw Acceleration Recorded by an Alternative Monitor☆30Updated 3 months ago
- A collection of deep learning models for ECG data processing based on fairseq framework☆136Updated 4 months ago
- SiamAF: Learning Shared Information from ECG and PPG Signals for Robust Atrial Fibrillation Detection☆28Updated last year
- This repository provides the codes and data used in our paper "Human Activity Recognition Based on Wearable Sensor Data: A Standardizatio…☆104Updated 6 years ago
- U-Time: A Fully Convolutional Network for Time Series Segmentation☆296Updated 3 months ago
- [ICLR 2023, Oral] SimPer: Simple Self-Supervised Learning of Periodic Targets☆127Updated 2 years ago
- [Nature Communications 2021] Continual learning of AI models on ECG data with CLOPS☆20Updated 3 years ago
- Are you ready to FLIRT with your wearable data?☆77Updated last year
- DATA'20 - PPGraw is an analytical tool for the quality review of raw photoplethysmography (PPG) signals, based on 7 multi-varied decision…☆48Updated 4 years ago
- Repository for the paper 'Prospects for AI-Enhanced ECG as a Unified Screening Tool for Cardiac and Non-Cardiac Conditions -- An Explorat…☆51Updated 6 months ago