ntnu-ai-lab / harth-ml-experimentsLinks
Baseline Machine Learning models for the Human Activity Recognition Trondheim (HARTH) dataset
☆33Updated 6 months ago
Alternatives and similar repositories for harth-ml-experiments
Users that are interested in harth-ml-experiments are comparing it to the libraries listed below
Sorting:
- CAPTURE-24: Human activity recognition with activity trackers☆42Updated 8 months ago
- Contrastive Learning (SimCLR) for Human Activity Recognition☆78Updated 4 years ago
- Improving Human Activity Recognition through Self-training with Unlabeled Data☆42Updated 4 years ago
- Improving Deep Learning for HAR with shallow LSTMs (best paper award), Bock et al., presented at ISWC 2021 (online)☆59Updated 4 months ago
- Self-supervised learning for wearables using the UK-Biobank (>700,000 person-days)☆133Updated 9 months ago
- Attend and Discriminate: Beyond the State-of-the-Art for Human Activity Recognition Using Wearable Sensors☆23Updated 4 years ago
- Multimodal human activity recognition using wrist-worn wearable sensors.☆48Updated 5 years ago
- Code for RelCon: Relative Contrastive Learning for a Motion Foundation Model for Wearable Data (ICLR 2025)☆14Updated 4 months ago
- Transformer for Human Activity Recognition☆74Updated 2 years ago
- E4 data, EDA stress detection☆88Updated 6 years ago
- Implementation of Contrastive Self-Supervised Learning for Sensor-based Human Activity Recognition☆26Updated last year
- [ECAI 2020] Tensorflow 2.x Implementation of "Human Activity Recognition from Wearable Sensor Data Using Self-Attention"☆48Updated 4 years ago
- (ICLR'25) PaPaGei: Open Foundation Models for Optical Physiological Signals☆97Updated last month
- The official implementation of paper "Towards a Dynamic Framework for Multi-Sensor-Based Wearable Human Activity Recognition". Accepted b…☆23Updated 2 years ago
- Large-Scale Pre-Training for Dual-Accelerometer Human Activity Recognition☆12Updated 7 months ago
- An up-to-date & curated list of Awesome IMU-based Human Activity Recognition(Ubiquitous Computing) papers, methods & resources. Please no…☆310Updated 8 months 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
- Notebooks for Oxford CDT Wearables Data Challenge☆17Updated last week
- DeepConvLSTM model for sensor-based human activity recognition in Pytorch☆40Updated 6 years ago
- Self-supervised ECG Representation Learning - ICASSP 2020 and IEEE T-AFFC☆45Updated 2 months ago
- COCOA: Cross Modality Contrastive Learning for Sensor Data☆26Updated 2 years ago
- ☆9Updated 6 years ago
- ☆16Updated 3 years ago
- [ICML 2021] Self-supervised pre-training of AI models on ECG data with CLOCS☆55Updated 2 years ago
- ☆10Updated 2 years ago
- A Systematic Review: Self-Supervised Contrastive Learning for Medical Time Series☆30Updated last year
- DeepConvLSTM implemented in python 3 and pytorch☆27Updated 3 years ago
- DANA: Dimension-Adaptive Neural Architecture (UbiComp'21)( ACM IMWUT)☆47Updated 3 years ago
- ☆64Updated 2 years ago
- An up-to-date & curated list of Awesome Human Activity Recognition(Ubiquitous Computing) papers, methods & resources.☆30Updated 4 years ago