thesimonho / sensormotionLinks
Package for analyzing human motion data (e.g. PA, gait)
☆91Updated 4 months ago
Alternatives and similar repositories for sensormotion
Users that are interested in sensormotion are comparing it to the libraries listed below
Sorting:
- 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
- deadskull7 / Human-Activity-Recognition-with-Neural-Network-using-Gyroscopic-and-Accelerometer-variablesThe VALIDATION ACCURACY is BEST on KAGGLE. Artificial Neural Network with a validation accuracy of 97.98 % and a precision of 95% was ach…☆85Updated 7 years ago
- Database for human gait analysis consisting of continues recordings of combined activities, such as walking, running, taking stairs up an…☆103Updated 4 years ago
- Keras implementation of CNN, DeepConvLSTM, and SDAE and LightGBM for sensor-based Human Activity Recognition (HAR).☆70Updated 2 years ago
- MATLAB Toolbox to estimate gait measures from acceleration data.☆21Updated 2 years ago
- biosignalsnotebooks project includes a set of Jupyter Notebooks explaining some processing tasks which have been specially designed for b…☆79Updated 2 months ago
- Classifying the physical activities performed by a user based on accelerometer and gyroscope sensor data collected by a smartphone in the…☆98Updated 8 years ago
- MotionSense Dataset for Human Activity and Attribute Recognition ( time-series data generated by smartphone's sensors: accelerometer and …☆353Updated 3 years ago
- Analysis of the SisFall fall detection dataset with readings from accelerometer and gyroscope.☆52Updated 7 years ago
- Multimodal human activity recognition using wrist-worn wearable sensors.☆48Updated 5 years ago
- The Wearables Development Toolkit - a development environment for activity recognition applications with sensor signals☆148Updated 5 years ago
- Extract and visualize gait data☆39Updated 9 months ago
- Code and Data used for the paper "Explaining Machine Learning Models for Clinical Gait Analysis"☆35Updated 3 years ago
- Some Machine Learning techniques for Time Series classification.☆39Updated 8 years ago
- Python package for the processing and analysis of Inertial Measurement Unit Data☆83Updated last month
- Improving Deep Learning for HAR with shallow LSTMs (best paper award), Bock et al., presented at ISWC 2021 (online)☆59Updated 6 months ago
- Self-supervised learning for wearables using the UK-Biobank (>700,000 person-days)☆135Updated 11 months ago
- Python toolbox for Heart Rate Variability☆306Updated 2 years ago
- A python algorithm to detect foot contact and foot clearance using kinematic or inertial data during forward or backward walking☆10Updated 4 years ago
- Deep Learning-Based Gait Recognition Using Smartphones in the Wild☆121Updated last year
- DANA: Dimension-Adaptive Neural Architecture (UbiComp'21)( ACM IMWUT)☆47Updated 3 years ago
- Transformer for Human Activity Recognition☆75Updated 2 years ago
- Baseline Machine Learning models for the Human Activity Recognition Trondheim (HARTH) dataset☆35Updated 8 months ago
- Algorithms to estimate respiratory rate from physiological signals☆186Updated last year
- Are you ready to FLIRT with your wearable data?☆76Updated last year
- ☆39Updated last year
- Entropy and ShaPe awaRe timE-Series SegmentatiOn forprocessing heterogeneous sensor data☆30Updated 3 years ago
- Human Activity Recognition Transformer (HART) is a transformer based architecture that has been specifically adapted for IMU sensing devi…☆69Updated 10 months ago
- Improving Human Activity Recognition through Self-training with Unlabeled Data☆42Updated 4 years ago
- ☆41Updated 8 years ago