abdallahkhairy / GP-Data_Analysis_and_ML
Human locomotion affects our daily living activities. Losing limbs or having neurological disorders with motor deficits could affect the quality of life. Gait analysis is a systematic study of human locomotion, which is defined as body movements through aerial, aquatic, or terrestrial space. This analysis has been used to study people ambulation…
☆19Updated 5 years ago
Alternatives and similar repositories for GP-Data_Analysis_and_ML:
Users that are interested in GP-Data_Analysis_and_ML are comparing it to the libraries listed below
- A human pose estimation system for videos, that extracts kinematics that describe a gait (walk)☆42Updated 4 years ago
- Data-Driven Gait Event Detection for Parkinson's Disease Patients with Freezing of Gait☆11Updated 4 years ago
- MATLAB Toolbox to estimate gait measures from acceleration data.☆20Updated last year
- Extract and visualize gait data☆38Updated 3 months ago
- Gait analysis using marker-less pose estimation with OpenPose☆63Updated 11 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…☆59Updated 7 years ago
- This is a simulation project for a wearable body weight support exoskeleton by using combined environmen of Matlab and OpenSim.☆16Updated 4 years ago
- Mobilize Center Tutorials☆28Updated 6 months ago
- Quantitative Gait analysis using Deep Learning with a Wearable Sensor Platform☆12Updated 5 years ago
- ☆82Updated 2 years ago
- Code and Data used for the paper "Explaining Machine Learning Models for Clinical Gait Analysis"☆31Updated 3 years ago
- Raw dataset from "Signal Processing and Machine Learning for Diplegia Classification" and "Gait-Based Diplegia Classification Using LSMT …☆14Updated 5 years ago
- Convert Xsens Dot data to OpenSense readable format☆26Updated last year
- implementation of an evolved conventional gait model☆52Updated 8 months 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
- These codes for reading, pre-processing of sEMG, splitting of sEMG into windows of various sizes, extracting of sEMG features, normalizat…☆30Updated 2 years ago
- Tools for the Cleveland State Human Motion and Control Lab☆113Updated last week
- Deep 1D-Convnet for accurate Parkinson disease detection and severity prediction from gait☆27Updated 2 years ago
- Database for human gait analysis consisting of continues recordings of combined activities, such as walking, running, taking stairs up an…☆94Updated 4 years ago
- Matlab code to track IMU orientations using the OpenSim 4.0 API☆17Updated 5 years ago
- Human Action Recognition using Depthmap, Skeleton and Sensor data.☆26Updated 5 years ago
- Computer-vision based monocular human pose-estimation and biomechanical gait analysis on elite runners. Using Yolov7 pose-estimation algo…☆13Updated 2 years ago
- Spatial Temporal Graph Convolutional Networks for Emotion Perception from Gaits☆74Updated 2 years ago
- 基于sEMG和IMU的手语手势识别,包括数据收集、数据预处理(去噪、特征提取,分割)、神经网络搭建、实时识别等。☆33Updated 6 years ago
- Code for extraction of muscle synergies from EMG activity. The rShiftNMF algorithm decomposes the EMG into a set of neural commands (H) a…☆20Updated 6 years ago
- Generate predictive simulations of human locomotion☆27Updated 2 weeks ago
- GUI based on the python api of openpose in windows using cuda10 and cudnn7. Support body , hand, face keypoints estimation and data savin…☆88Updated 5 years ago
- biomechZoo is a user-customizable toolbox for the analysis of biomechanical data within the MatLab programming environment. Please take a…☆38Updated 3 months ago
- Step event detection and stride length estimation based on leg-and-shoe-mounted EcoIMU and LSTM.☆25Updated 6 years ago
- Human Activity Recognition using LSTM-CNN model on raw data set.☆35Updated 2 years ago