thesimonho / sensormotion
Package for analyzing human motion data (e.g. PA, gait)
☆90Updated 3 months ago
Alternatives and similar repositories for sensormotion:
Users that are interested in sensormotion are comparing it to the libraries listed below
- This repository provides the codes and data used in our paper "Human Activity Recognition Based on Wearable Sensor Data: A Standardizatio…☆100Updated 5 years ago
- Database for human gait analysis consisting of continues recordings of combined activities, such as walking, running, taking stairs up an…☆91Updated 4 years ago
- Code and Data used for the paper "Explaining Machine Learning Models for Clinical Gait Analysis"☆30Updated 3 years ago
- Extract and visualize gait data☆36Updated last month
- MATLAB Toolbox to estimate gait measures from acceleration data.☆20Updated last year
- biosignalsnotebooks project includes a set of Jupyter Notebooks explaining some processing tasks which have been specially designed for b…☆75Updated 7 months ago
- Keras implementation of CNN, DeepConvLSTM, and SDAE and LightGBM for sensor-based Human Activity Recognition (HAR).☆63Updated last year
- ☆43Updated 7 years ago
- Multimodal human activity recognition using wrist-worn wearable sensors.☆45Updated 4 years ago
- Classifying the physical activities performed by a user based on accelerometer and gyroscope sensor data collected by a smartphone in the…☆95Updated 7 years ago
- AROMA: A Deep Multi-Task Learning Based Simple and Complex Human Activity Recognition Method Using Wearable Sensors☆28Updated 6 years ago
- The Gait and Movement Analysis Package☆44Updated this week
- Official GitHub page of the best-paper award publication "Improving Deep Learning for HAR with shallow LSTMs" presented at the Internatio…☆50Updated 3 months ago
- Encoding human activity by considering salient sensors and time points.☆40Updated last year
- Data-Driven Gait Event Detection for Parkinson's Disease Patients with Freezing of Gait☆11Updated 4 years ago
- Generating ActiGraph Counts from Raw Acceleration Recorded by an Alternative Monitor☆30Updated 5 years ago
- Machine Learning model for detecting gait events in mocap data☆22Updated 3 years ago
- DeepConvLSTM model for sensor-based human activity recognition in Pytorch☆39Updated 5 years ago
- Are you ready to FLIRT with your wearable data?☆72Updated 10 months ago
- DANA: Dimension-Adaptive Neural Architecture (UbiComp'21)( ACM IMWUT)☆46Updated 3 years ago
- ☆25Updated 2 years ago
- DeepConvLSTM implemented in python 3 and pytorch☆24Updated 3 years ago
- Python package for the processing and analysis of Inertial Measurement Unit Data☆67Updated last week
- 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 6 years ago
- Tools for the Cleveland State Human Motion and Control Lab☆114Updated 3 years ago
- The Wearables Development Toolkit - a development environment for activity recognition applications with sensor signals☆145Updated 5 years ago
- Transformer for Human Activity Recognition☆65Updated 2 years ago
- Code for the technical report on the ActiLife counts algorithm.☆35Updated 5 months ago
- Human activity recognition, is a challenging time series classification task. It involves predicting the movement of a person based on se…☆72Updated 4 years ago
- 😴 Classifying patient sleep stage (i.e. REM sleep, shallow, etc.) based on Heart Rate Variability data; model is based on time-domain Co…☆17Updated 5 years ago