thesimonho / sensormotionLinks
Package for analyzing human motion data (e.g. PA, gait)
☆91Updated 6 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…☆104Updated 6 years ago
- Keras implementation of CNN, DeepConvLSTM, and SDAE and LightGBM for sensor-based Human Activity Recognition (HAR).☆69Updated 2 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
- 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
- MotionSense Dataset for Human Activity and Attribute Recognition ( time-series data generated by smartphone's sensors: accelerometer and …☆355Updated 4 years ago
- Transformer for Human Activity Recognition☆76Updated 2 years ago
- Multimodal human activity recognition using wrist-worn wearable sensors.☆47Updated 5 years ago
- Baseline Machine Learning models for the Human Activity Recognition Trondheim (HARTH) dataset☆37Updated 10 months ago
- Some Machine Learning techniques for Time Series classification.☆39Updated 8 years ago
- The Wearables Development Toolkit - a development environment for activity recognition applications with sensor signals☆149Updated 5 years ago
- Deep Learning-Based Gait Recognition Using Smartphones in the Wild☆122Updated last year
- Code and Data used for the paper "Explaining Machine Learning Models for Clinical Gait Analysis"☆35Updated 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
- biosignalsnotebooks project includes a set of Jupyter Notebooks explaining some processing tasks which have been specially designed for b…☆83Updated 3 months ago
- predicts the human activities based on accelerometer and Gyroscope data of Smart phones☆57Updated 4 years ago
- Python package for the processing and analysis of Inertial Measurement Unit Data☆85Updated 2 months ago
- ☆41Updated 8 years ago
- Analysis of the SisFall fall detection dataset with readings from accelerometer and gyroscope.☆53Updated 7 years ago
- MATLAB Toolbox to estimate gait measures from acceleration data.☆21Updated 2 years ago
- Extract and visualize gait data☆39Updated 11 months ago
- Self-supervised learning for wearables using the UK-Biobank (>700,000 person-days)☆137Updated last year
- The comparsion methods code☆12Updated 3 years ago
- Human whole-body pose estimation using MARG multi-sensor data☆70Updated 3 years ago
- An up-to-date & curated list of Awesome IMU-based Human Activity Recognition(Ubiquitous Computing) papers, methods & resources. Please no…☆319Updated 11 months ago
- Human Activity Recognition Transformer (HART) is a transformer based architecture that has been specifically adapted for IMU sensing devi…☆73Updated 11 months ago
- Human activity recognition, is a challenging time series classification task. It involves predicting the movement of a person based on se…☆90Updated 5 years ago
- ☆37Updated 8 years ago
- Intertial-based Human Activity Recognition with Transformers☆86Updated 4 years ago
- Encoding human activity by considering salient sensors and time points.☆42Updated 2 years ago
- A research project that aims to detect Parkinson's disease in patients using Gait Analysis data. Subsequently, the project may make use o…☆66Updated 7 years ago