Self-supervised learning for wearables using the UK-Biobank (>700,000 person-days)
☆166Oct 24, 2024Updated last year
Alternatives and similar repositories for ssl-wearables
Users that are interested in ssl-wearables are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Improving Human Activity Recognition through Self-training with Unlabeled Data☆43Jul 13, 2021Updated 5 years ago
- Extracting meaningful health information from large accelerometer datasets☆251Nov 10, 2025Updated 10 months ago
- This is the GitHub associated with the paper "A Foundation Model for Wearable Movement Data in Mental Health Research"☆23May 30, 2026Updated 3 months ago
- 🏋️ Extract generalizable physiological representations from sensor time-series data with self-supervision (code for CHIL 2021, NeurIPS-W…☆21Sep 7, 2023Updated 3 years ago
- Code for the technical report on the ActiLife counts algorithm.☆46Mar 11, 2025Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Improved Step Counting via Foundation Models for Wrist-Worn Accelerometers☆57Updated this week
- An up-to-date & curated list of Awesome IMU-based Human Activity Recognition(Ubiquitous Computing) papers, methods & resources. Please no…☆340Nov 29, 2024Updated last year
- COCOA: Cross Modality Contrastive Learning for Sensor Data☆26Sep 11, 2022Updated 4 years ago
- asleep: a sleep classifier for wearable sensor data using machine learning☆55Mar 6, 2026Updated 6 months ago
- Experimental toolbox for quantum Shapley values.☆11Jan 2, 2024Updated 2 years ago
- MIMS-unit is abbreviated for Monitor Independent Movement Summary unit. This measurement is developed to harmonize the processing of acce…☆14May 13, 2026Updated 4 months ago
- Python module for reading GT3X/AGDC file format data☆18Apr 29, 2025Updated last year
- [ECAI 2020] Tensorflow 2.x Implementation of "Human Activity Recognition from Wearable Sensor Data Using Self-Attention"☆50Mar 30, 2021Updated 5 years ago
- A Python package for wrist-worn accelerometer data processing.☆19Updated this week
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Large Language and Sensor Assistant: Multimodal LLM for sensor and human activity interpretation☆48Aug 14, 2026Updated last month
- Implementation of Contrastive Self-Supervised Learning for Sensor-based Human Activity Recognition☆26Feb 9, 2024Updated 2 years ago
- Code for RelCon: Relative Contrastive Learning for a Motion Foundation Model for Wearable Data (ICLR 2025)☆36Mar 27, 2025Updated last year
- Digital Biomarkers for Parkinson's Disease Toolbox.☆17Aug 17, 2026Updated last month
- A set of functions for well-known Cumulative Distribution Function (CDF)-based distance measure☆15Jan 5, 2024Updated 2 years ago
- Improving Deep Learning for HAR with shallow LSTMs (best paper award), Bock et al., presented at ISWC 2021 (online)☆63Mar 21, 2025Updated last year
- Unified Pre-training for Motion Time Series☆43Dec 8, 2024Updated last year
- ☆17Aug 17, 2021Updated 5 years ago
- Large-Scale Pre-Training for Dual-Accelerometer Human Activity Recognition☆19Dec 16, 2024Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Implementation for Paper "Signal Quality Weighted Fusion of Attentional Convolution and Recurrent Neural Network"☆13May 24, 2024Updated 2 years ago
- Code corresponding to R package GGIR☆149Updated this week
- Behaviour detection in wearable movement sensor data☆11Sep 4, 2019Updated 7 years ago
- ☆33Updated this week
- Open Movement devices are miniature, open source sensors originally developed at Newcastle University, UK. The source code for the firmwa…☆174Aug 18, 2026Updated last month
- 3D Data Processing Courses for Ditigal Twins. ITC UTWENTE☆29Dec 31, 2025Updated 8 months ago
- ☆10Feb 14, 2023Updated 3 years ago
- The official implementation of the paper "Towards Safe Self-Distillation of Internet-Scale Text-to-Image Diffusion Models" (ICML 2023 Wor…☆21Mar 19, 2024Updated 2 years ago
- Agenda and Notes for Webinar Series for OSS developers in physical behavior research field☆13May 12, 2022Updated 4 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Human activity recognition(LSTM, BidLSTM, BidLSTM+CNN, LSTM+CNN)☆16Mar 6, 2018Updated 8 years ago
- Baseline Machine Learning models for the Human Activity Recognition Trondheim (HARTH) dataset☆47Jan 13, 2025Updated last year
- [NeurIPS 23] Characterizing OOD Error via Optimal Transport☆13Nov 19, 2023Updated 2 years ago
- Physical Activity Monitor Processing☆20May 24, 2021Updated 5 years ago
- Code for our AAAI-2021 paper "Latent Independent Excitation for Generalizable Sensor-based Cross-Person Activity Recognition".☆43Sep 22, 2021Updated 5 years ago
- Four Federated learning datasets for Human Activity Recognition☆57Jul 8, 2023Updated 3 years ago
- ☆35Nov 26, 2024Updated last year