TaatiTeam / stgcn_parkinsonism_predictionLinks
Code for predicting clinical scores of parkinsonism (UPDRS-gait/SAS-gait) from skeleton trajectory data.
☆31Updated last year
Alternatives and similar repositories for stgcn_parkinsonism_prediction
Users that are interested in stgcn_parkinsonism_prediction are comparing it to the libraries listed below
Sorting:
- Code for the paper "Vision-based Estimation of MDS-UPDRS Gait Scores for Assessing Parkinson’s Disease Motor Severity"☆42Updated last year
- A human pose estimation system for videos, that extracts kinematics that describe a gait (walk)☆46Updated 5 years ago
- Skeleton-based action segmentation with multi-stage spatial-temporal graph convolutional neural networks (MS-GCN)☆36Updated 2 years ago
- Data-Driven Gait Event Detection for Parkinson's Disease Patients with Freezing of Gait☆11Updated 4 years ago
- Code and Data used for the paper "Explaining Machine Learning Models for Clinical Gait Analysis"☆33Updated 3 years ago
- ☆83Updated 2 years ago
- A reimplementation of "Spatial-Temporal Graph Convolutional Networks for Action Recognition" (Yan et al., 2018) in PyTorch, developed for…☆11Updated 4 years ago
- Gait analysis using marker-less pose estimation with OpenPose☆66Updated last year
- Deep 1D-Convnet for accurate Parkinson disease detection and severity prediction from gait☆28Updated 2 years ago
- Skeleton datasets for Normal, Antalgic, Stiff legged, Lurching, Steppage, and Trendelenburg gaits.☆12Updated 4 years ago
- Spatial Temporal Graph Convolutional Networks for Emotion Perception from Gaits☆75Updated 2 years ago
- This repository provides training and evaluation code for paper titled "Graph Convolutional Networks for Assessment of Physical Rehabilit…☆32Updated 5 months ago
- Source code for the Gait Recognition using LSTM, presented in the paper "Multi-model Long Short-term Memory Network for Gait Recognition …☆18Updated 3 years ago
- Skeleton-Based Action Recognition with Local Dynamic Spatial-Temporal Aggregation (Expert Systems with Applications 2023) (Previous name:…☆39Updated last year
- Code for IJCB 2023 paper - GaitRef: Gait Recognition with Refined Sequential Skeletons☆16Updated 2 years ago
- GaitFormer Official Codebase for the paper "Learning Gait Representations with Noisy Multi-Task Learning"☆17Updated 2 years ago
- Demo notebook for Parkinson's Pose Estimation Dataset☆19Updated 6 years ago
- This is the official implemntation for "Multi-scale spatial temporal graph convolutional network for skeleton-based action recognition" A…☆37Updated 3 years ago
- Official implementation of the paper "MotionAGFormer: Enhancing 3D Pose Estimation with a Transformer-GCNFormer Network" (WACV 2024).☆192Updated last year
- Deep Learning-Based Gait Recognition Using Smartphones in the Wild☆114Updated last year
- Computer-vision based monocular human pose-estimation and biomechanical gait analysis on elite runners. Using Yolov7 pose-estimation algo…☆13Updated 2 years ago
- 2D to 3D human pose lifting☆86Updated last year
- The Gait and Movement Analysis Package☆50Updated 2 months ago
- Video-based gait analysis for assessing Alzheimer’s Disease and Dementia with Lewy Bodies☆14Updated 11 months ago
- [ICCV2021] Official code for "Channel-wise Topology Refinement Graph Convolution for Skeleton-Based Action Recognition"☆307Updated 3 years ago
- Online 3D skeleton-based action recognition with a single RGB camera☆94Updated 4 years ago
- The implementation for "Extremely Lightweight Skeleton-Based Action Recognition with ShiftGCN++." (TIP 2021).☆21Updated 3 years ago
- KAM and KFM Estimation via IMU-Camera Fusion☆11Updated last year
- [ECAI 2020] Tensorflow 2.x Implementation of "Human Activity Recognition from Wearable Sensor Data Using Self-Attention"☆48Updated 4 years ago
- Unofficial pytorch implementation of U-CondDGCN from "WenBo Hu, Changgong Zhang, Fangneng Zhan, Lei Zhang, Tien-Tsin Wong : Conditional D…☆47Updated 2 years ago