OxWearables / ssl-wearablesLinks
Self-supervised learning for wearables using the UK-Biobank (>700,000 person-days)
☆134Updated 10 months ago
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☆42Updated 9 months ago
- Contrastive Learning (SimCLR) for Human Activity Recognition☆79Updated 4 years ago
- (ICLR'25) PaPaGei: Open Foundation Models for Optical Physiological Signals☆107Updated 2 months ago
- Improving Human Activity Recognition through Self-training with Unlabeled Data☆42Updated 4 years ago
- Transformer for Human Activity Recognition☆75Updated 2 years ago
- Code for RelCon: Relative Contrastive Learning for a Motion Foundation Model for Wearable Data (ICLR 2025)☆16Updated 5 months ago
- Baseline Machine Learning models for the Human Activity Recognition Trondheim (HARTH) dataset☆34Updated 8 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)☆59Updated 5 months ago
- Python package for the processing and analysis of Inertial Measurement Unit Data☆80Updated 2 weeks ago
- DANA: Dimension-Adaptive Neural Architecture (UbiComp'21)( ACM IMWUT)☆47Updated 3 years ago
- Notebooks for Oxford CDT Wearables Data Challenge☆17Updated last month
- A collection of deep learning models for ECG data processing based on fairseq framework☆128Updated 2 months ago
- Attend and Discriminate: Beyond the State-of-the-Art for Human Activity Recognition Using Wearable Sensors☆23Updated 4 years ago
- Generating ActiGraph Counts from Raw Acceleration Recorded by an Alternative Monitor☆30Updated last month
- [Nature Communications 2021] Continual learning of AI models on ECG data with CLOPS☆20Updated 2 years ago
- Extracting meaningful health information from large accelerometer datasets☆221Updated 2 months ago
- [ICML 2021] Self-supervised pre-training of AI models on ECG data with CLOCS☆54Updated 2 years ago
- Sample data associated with the Aurora-BP study☆37Updated 5 months ago
- Implementation of the InterpretTime framework☆48Updated 2 years ago
- ☆66Updated 2 years ago
- This repository provides the codes and data used in our paper "Human Activity Recognition Based on Wearable Sensor Data: A Standardizatio…☆102Updated 5 years ago
- U-Time: A Fully Convolutional Network for Time Series Segmentation☆287Updated last month
- Self-supervised representation learning from 12-lead ECG data☆90Updated 3 years ago
- ☆16Updated 3 years ago
- Implementations of various published works on self-supervised learning approaches to biosignal feature extraction.☆52Updated 2 years ago
- [ICLR 2023, Oral] SimPer: Simple Self-Supervised Learning of Periodic Targets☆128Updated 2 years ago
- Implementation of Contrastive Self-Supervised Learning for Sensor-based Human Activity Recognition☆26Updated last year
- A Systematic Review: Self-Supervised Contrastive Learning for Medical Time Series☆30Updated last year
- Large-Scale Pre-Training for Dual-Accelerometer Human Activity Recognition☆13Updated 9 months ago