PoHsin-Lin / gait-parameters-analysis-LSTM
Step event detection and stride length estimation based on leg-and-shoe-mounted EcoIMU and LSTM.
☆25Updated 5 years ago
Alternatives and similar repositories for gait-parameters-analysis-LSTM:
Users that are interested in gait-parameters-analysis-LSTM are comparing it to the libraries listed below
- MATLAB implementation of gait cycle validation and segmentation using inertial sensors.☆18Updated 3 years ago
- User activity detection using IMU (Inertial Measurement Unit) sensors and power of deep learning. The accelerometer data from smart weara…☆49Updated 5 years ago
- Developing a Convolutional LSTM model for human posture recognition from wearable IMUs sensors☆14Updated 4 years ago
- Data and code for analysis presented in Sensors journal manuscript titled "Optimization of IMU Sensor Placement for the Measurement of Lo…☆12Updated 4 years ago
- Data and Code of the paper Survey of Motion Tracking Methods Based on Inertial Sensors: A Focus on Upper Limb Human Motion☆32Updated 7 years ago
- A python algorithm to detect foot contact and foot clearance using kinematic or inertial data during forward or backward walking☆9Updated 3 years ago
- Using Machine Learning to determine Human Activity using data from 6 d.o.f. IMU sensor.☆20Updated 4 years ago
- Detection of two phases (swing and stance) phase from the IMU datasets.☆14Updated 6 years ago
- Implementation code and parameters of the CNN-IMU presented in the Journal "Convolutional Neural Networks for Human Activity Recognition …☆32Updated 5 years ago
- A toy LSTM net for action recognition using IMU sensor data, implemented in PyTorch. For the Hand-on tutorial as a TA in NAIST Spring Sem…☆10Updated 5 years ago
- Developing economical sensor systems for Gait data acquisition, analysis and visualization☆19Updated 6 years ago
- MATLAB Toolbox to estimate gait measures from acceleration data.☆20Updated last year
- Intertial-based Human Activity Recognition with Transformers☆70Updated 3 years ago
- Part of the datasets of the article " Robust Gait Recognition by Integrating Inertial and RGBD Sensors"☆9Updated 6 years ago
- The repository will use an algorithm which measure the knee angle through two imu sensors.☆22Updated 5 years ago
- ☆8Updated 4 years ago
- Attitude estimation and animated plot using MATLAB Extend Kalman Filter with 9-Axis IMU☆41Updated 3 years ago
- ☆45Updated 2 years ago
- Repository containing the optimization and source open code of several sensor fusion algorithms for estimating the orientation based on i…☆15Updated 3 years ago
- This is python version code of Gait_Tracking_with_x-imu by @xioTechnologies☆98Updated 3 years ago
- Connect to Xsens DOT wearable sensors with Python☆15Updated 2 years ago
- The Gait and Movement Analysis Package☆45Updated 2 weeks ago
- Gait events detection from wearable inertial measurement units based on a temporal convolutional neural network☆10Updated 2 years ago
- Attitude estimation using madgwick filter☆15Updated 8 years ago
- Convert Xsens Dot data to OpenSense readable format☆26Updated last year
- A synthetic approach is proposed for hand motion recognition with surface EMG signals. We used CNN features which were automatically extr…☆19Updated 5 years ago
- 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
- Database for human gait analysis consisting of continues recordings of combined activities, such as walking, running, taking stairs up an…☆91Updated 4 years ago
- Dataset for fall detection in a wearable device☆30Updated 4 years ago
- This is the project of "If-ConvTransformer: A Framework for Human Activity Recognition Using IMU Fusion and ConvTransformer"☆33Updated last year