gait-analysis
There are 16 repositories under gait-analysis topic.
modenaxe / awesome-biomechanics
A curated, public list of resources for biomechanics and human motion analysis: datasets, processing tools, software for simulation, educational videos, lectures, etc.
sho-87 / sensormotion
Package for analyzing human motion data (e.g. PA, gait)
Language:Python 85UttaranB127 / STEP
Spatial Temporal Graph Convolutional Networks for Emotion Perception from Gaits
graph-convolutional-networksgraph-convolutional-neural-networksspatial-temporal-action-detectionemotion-recognitiongaitgait-recognitionaffective-computingemotion-perceptionemotion-detectiongait-analysisvariational-autoencoderconditional-vaeconditional-variational-autoencoderdataset-generationdatasetLanguage:Python 68xuehy / pytorch-GaitGAN
GaitGAN: Invariant Gait Feature Extraction Using Generative Adversarial Networks
Language:Python 48mittrayash / Parkinson-s-Disease-Detection-using-Gait-Analysis
A research project that aims to detect Parkinson's disease in patients using Gait Analysis data. Subsequently, the project may make use of Gait Data Analysis to make powerful inferences which would help in genralizing the most common groups affected by this disease.
Language:Jupyter Notebook 47A Comprehensive Study on Cross-View Gait Based Human Idendification with Deep CNNs
Language:Python 44NCH-Motion-Laboratory / gaitutils
Extract and visualize gait data
Language:Python 34- explaining-deep-clinical-gait-classification
sebastian-lapuschkin / explaining-deep-clinical-gait-classification
Code and Data used for the paper "Explaining Machine Learning Models for Clinical Gait Analysis"
Language:Python 27 jackhanyuan / GaitRecognitionSystem
Gait recognition system based on deep learning models.
Language:Python 26- Language:MATLAB 23
- Language:Python 23
kpaonaut / ExoskeletonForKids
This project generates the motor control commands for exoskeleton.
Language:C++ 19ArvindChandran / Sensor-Development-for-Gait-Analysis-
Developing economical sensor systems for Gait data acquisition, analysis and visualization
Language:C++ 18prateekgv / sawd_gcvs
MATLAB implementation of gait cycle validation and segmentation using inertial sensors.
Language:MATLAB 17luuleitner / deepMTJ
Automatic muscle tendon junction tracking using deep learning 🦵🏼
Language:Python 16Hameem1 / Step-Detection-using-Machine-Learning
Implements an entire machine learning pipeline to train and evaluate a Random Forest Classifier on labeled gait data for walking. Data generated during the experiment has led to helpful insights in to the problem domain.
Language:Python 14- DISPEL
newcastleuniversity / DISPEL
A python DIgital Signal ProcEssing Library developed to standardize extraction of sensor-derived measures (SDMs) from wearables or smartphones data.
Language:Python 14 OxWearables / stepcount
Step counting algorithm compatible with the UK Biobank Accelerometer Dataset.
Language:Jupyter Notebook 14ethancaballero / gait-cycle-transfer
neural style tranfer from one walking/gait cycle to another; ArXiv:1606.03238 & ArXiv:1508.06576
Language:Jupyter Notebook 13sauravsocial / gait_phase_detection
Detection of two phases (swing and stance) phase from the IMU datasets.
Language:C++ 13- Language:C++ 12
lucabergamini / gait-analysis-dataset
Raw dataset from "Signal Processing and Machine Learning for Diplegia Classification" and "Gait-Based Diplegia Classification Using LSMT Networks"
Language:Python 12sollan / alma
Fully automated (rodent) limb motion analysis toolbox for behavioral analysis with bodypart coordinate data, building upon markerless pose estimation.
Language:Python 11stamstamNitzan / GaitEventDetection-Validated
Wearable gait event detection device with real-time gait event-dependent feedback. Heel-strike events accuracy was validated with floor-embedded force plates.
Language:C++ 11DhilipSanjay / Human-Biomechanic-Analysis
Deep Learning Models for the Early Detection of Parkinson’s Disease using the motor-based symptoms.
Language:Jupyter Notebook 10JRKagumba / 2D-video-pose-estimation-yolov7
Computer-vision based monocular human pose-estimation and biomechanical gait analysis on elite runners. Using Yolov7 pose-estimation algorithm.
Language:Python 10- Language:Python 9
spianmo / GaitStudio
Based on the Kinect depth camera and MediaPipe, real-time reasoning of the joint activity of each part of the human body, and output a detection report.
Language:Jupyter Notebook 8thanghoang / GaitAuth
Implementation of Authentication Scheme using Gait Signals Captured from Accelerometer (SECRYPT'15)
Language:MATLAB 8- Language:MATLAB 7
RyanRizzo96 / QuadrupedRobot_DeepRN
Project involving Deep Learning using TensorFlow, which involves GAIT learning of a quadrupedal robotic system. The robotic system is modeled in Unity3D, and utilizes recurrent neural networks.
Language:C# 7WPI-AIM / AIM_GaitAnalysisToolkit
Code base for learning motion data
Language:Python 7BiRDLab-UMinho / SmartWalkerDatabase
Scripts to process the Smart Walker Database, for posture and gait analysis.
Language:Python 6fhstp / IntellEvent
IntellEvent is a robust and accurate overground gait event detection algorithm for various pathologies. Here you can find a pipeline for Vicon Nexus to implement in your routine which automatically detects initial contact and foot off events during walking.
Language:Python 6- NDDNet
atick-faisal / NDDNet
Neurodegenerative Disease Gait Analysis using Deep Learning
Language:TypeScript 5 - 2D-video-based-running-analysis
A quantitative biomechanical analysis on runners from the 40-yard dash NFL combine and machine learning classification model using single-camera videos
Language:Jupyter Notebook 5
