romanchereshnev / HuGaDBLinks
Database for human gait analysis consisting of continues recordings of combined activities, such as walking, running, taking stairs up and down, sitting down, and so on; and the data recorded are segmented and annotated. Data were collected from a body sensor network consisting of six wearable inertial sensors (accelerometer and gyroscope) loca…
☆103Updated 4 years ago
Alternatives and similar repositories for HuGaDB
Users that are interested in HuGaDB 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
- DeepConvLSTM model for sensor-based human activity recognition in Pytorch☆40Updated 6 years ago
- DeepConvLSTM implemented in python 3 and pytorch☆27Updated 3 years ago
- Analysis of the SisFall fall detection dataset with readings from accelerometer and gyroscope.☆52Updated 7 years ago
- Package for analyzing human motion data (e.g. PA, gait)☆91Updated 4 months ago
- Convert Xsens Dot data to OpenSense readable format☆29Updated 2 years ago
- Keras implementation of CNN, DeepConvLSTM, and SDAE and LightGBM for sensor-based Human Activity Recognition (HAR).☆70Updated 2 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…☆84Updated 7 years ago
- Transformer for Human Activity Recognition☆75Updated 2 years ago
- Improving Deep Learning for HAR with shallow LSTMs (best paper award), Bock et al., presented at ISWC 2021 (online)☆59Updated 6 months ago
- Multimodal human activity recognition using wrist-worn wearable sensors.☆48Updated 5 years 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
- ☆41Updated 8 years ago
- MATLAB Toolbox to estimate gait measures from acceleration data.☆21Updated 2 years ago
- An up-to-date & curated list of Awesome IMU-based Human Activity Recognition(Ubiquitous Computing) papers, methods & resources. Please no…☆315Updated 10 months ago
- Repo of awesome works on surface electromyography (sEMG) based hand gesture recognition.☆38Updated 4 years ago
- Deep Learning-Based Gait Recognition Using Smartphones in the Wild☆121Updated last year
- Code and Data used for the paper "Explaining Machine Learning Models for Clinical Gait Analysis"☆35Updated 3 years ago
- Step event detection and stride length estimation based on leg-and-shoe-mounted EcoIMU and LSTM.☆28Updated 6 years ago
- Human activity recognition, is a challenging time series classification task. It involves predicting the movement of a person based on se…☆89Updated 5 years ago
- Human whole-body pose estimation using MARG multi-sensor data☆70Updated 3 years ago
- These codes for reading, pre-processing of sEMG, splitting of sEMG into windows of various sizes, extracting of sEMG features, normalizat…☆37Updated 3 years ago
- Gesture Recognition by Instantaneous Surface EMG Images☆44Updated 7 years ago
- Data-Driven Gait Event Detection for Parkinson's Disease Patients with Freezing of Gait☆11Updated 5 years ago
- Machine Learning model for detecting gait events in mocap data☆23Updated 4 years ago
- ☆15Updated 4 years ago
- Comparison of frequently used deep learning architectures (LSTM, biLSTM, GRU and CNN) on ten Human Activity Recognition datasets.☆18Updated 2 years ago
- Encoding human activity by considering salient sensors and time points.☆41Updated 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
- Intertial-based Human Activity Recognition with Transformers☆85Updated 4 years ago