thesimonho / sensormotion
Package for analyzing human motion data (e.g. PA, gait)
☆90Updated 5 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
- MATLAB Toolbox to estimate gait measures from acceleration data.☆20Updated last year
- Database for human gait analysis consisting of continues recordings of combined activities, such as walking, running, taking stairs up an…☆94Updated 4 years ago
- Human Activity Recognition Using Deep Learning☆48Updated 5 years ago
- Generating ActiGraph Counts from Raw Acceleration Recorded by an Alternative Monitor☆30Updated 5 years ago
- Official GitHub page of the best-paper award publication "Improving Deep Learning for HAR with shallow LSTMs" presented at the Internatio…☆52Updated last week
- Transformer for Human Activity Recognition☆70Updated 2 years ago
- Multimodal human activity recognition using wrist-worn wearable sensors.☆46Updated 4 years ago
- ☆43Updated 7 years ago
- Keras implementation of CNN, DeepConvLSTM, and SDAE and LightGBM for sensor-based Human Activity Recognition (HAR).☆64Updated 2 years ago
- ☆35Updated 9 months ago
- DeepConvLSTM implemented in python 3 and pytorch☆26Updated 3 years ago
- Baseline Machine Learning models for the Human Activity Recognition Trondheim (HARTH) dataset☆30Updated 2 months ago
- Classifying the physical activities performed by a user based on accelerometer and gyroscope sensor data collected by a smartphone in the…☆96Updated 7 years ago
- The Gait and Movement Analysis Package☆46Updated last month
- Data-Driven Gait Event Detection for Parkinson's Disease Patients with Freezing of Gait☆11Updated 4 years ago
- Machine Learning model for detecting gait events in mocap data☆22Updated 3 years ago
- Extract and visualize gait data☆38Updated 3 months ago
- Attend and Discriminate: Beyond the State-of-the-Art for Human Activity Recognition Using Wearable Sensors☆23Updated 4 years ago
- Are you ready to FLIRT with your wearable data?☆72Updated last year
- DeepConvLSTM model for sensor-based human activity recognition in Pytorch☆39Updated 5 years ago
- Code and Data used for the paper "Explaining Machine Learning Models for Clinical Gait Analysis"☆32Updated 3 years ago
- Encoding human activity by considering salient sensors and time points.☆40Updated 2 years ago
- Human Activity Recognition Transformer (HART) is a transformer based architecture that has been specifically adapted for IMU sensing devi…☆58Updated 3 months ago
- A research project that aims to detect Parkinson's disease in patients using Gait Analysis data. Subsequently, the project may make use o…☆60Updated 7 years ago
- Python package for the processing and analysis of Inertial Measurement Unit Data☆70Updated last week
- A python algorithm to detect foot contact and foot clearance using kinematic or inertial data during forward or backward walking☆9Updated 3 years ago
- The comparsion methods code☆12Updated 3 years ago
- Intertial-based Human Activity Recognition with Transformers☆71Updated 3 years ago
- Human whole-body pose estimation using MARG multi-sensor data☆66Updated 3 years ago