TaatiTeam / stgcn_parkinsonism_prediction
Code for predicting clinical scores of parkinsonism (UPDRS-gait/SAS-gait) from skeleton trajectory data.
☆27Updated 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
- Code for the paper "Vision-based Estimation of MDS-UPDRS Gait Scores for Assessing Parkinson’s Disease Motor Severity"☆41Updated last year
- A human pose estimation system for videos, that extracts kinematics that describe a gait (walk)☆44Updated 4 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"☆32Updated 3 years ago
- This repository provides training and evaluation code for paper titled "Graph Convolutional Networks for Assessment of Physical Rehabilit…☆32Updated 3 months ago
- Gait analysis using marker-less pose estimation with OpenPose☆66Updated last year
- Spatial Temporal Graph Convolutional Networks for Emotion Perception from Gaits☆74Updated 2 years ago
- Source code for the Gait Recognition using LSTM, presented in the paper "Multi-model Long Short-term Memory Network for Gait Recognition …☆17Updated 3 years ago
- ☆82Updated 2 years ago
- Deep 1D-Convnet for accurate Parkinson disease detection and severity prediction from gait☆28Updated 2 years ago
- A reimplementation of "Spatial-Temporal Graph Convolutional Networks for Action Recognition" (Yan et al., 2018) in PyTorch, developed for…☆11Updated 3 years ago
- MATLAB Toolbox to estimate gait measures from acceleration data.☆20Updated last year
- [ECAI 2020] Tensorflow 2.x Implementation of "Human Activity Recognition from Wearable Sensor Data Using Self-Attention"☆48Updated 4 years ago
- NTU RGB+D Dataset Action Recognition with GNNs and CNNs☆28Updated 3 years ago
- Code for IJCB 2023 paper - GaitRef: Gait Recognition with Refined Sequential Skeletons☆15Updated 2 years ago
- Demo notebook for Parkinson's Pose Estimation Dataset☆19Updated 6 years ago
- Implementation of Contrastive Self-Supervised Learning for Sensor-based Human Activity Recognition☆24Updated last year
- Skeleton-Based Action Recognition with Local Dynamic Spatial-Temporal Aggregation (Expert Systems with Applications 2023) (Previous name:…☆38Updated last year
- Deep Learning-Based Gait Recognition Using Smartphones in the Wild☆113Updated last year
- Skeleton-based action segmentation with multi-stage spatial-temporal graph convolutional neural networks (MS-GCN)☆35Updated 2 years ago
- Multimodal human activity recognition using wrist-worn wearable sensors.☆47Updated 4 years ago
- RanaMostafaAbdElMohsen / Human_Activity_Recognition_using_Wearable_Sensors_Review_Challenges_Evaluation_BenchmarkThis github is an implementation for accepted manuscript titled Human Activity Recognition using Wearable Sensors: Review, Challenges, Ev…☆17Updated 4 years ago
- Deep Learning Models for the Early Detection of Parkinson’s Disease using the motor-based symptoms.☆15Updated 3 years ago
- This is the official implemntation for "Multi-scale spatial temporal graph convolutional network for skeleton-based action recognition" A…☆37Updated 2 years ago
- skeleton-based action recognition☆18Updated 3 years ago
- ☆17Updated 4 years ago
- A collection of AWESOME things about Gait Recognition☆34Updated 8 months ago
- DeepConvLSTM implemented in python 3 and pytorch☆26Updated 3 years ago
- [ICCV2021] Official code for "Channel-wise Topology Refinement Graph Convolution for Skeleton-Based Action Recognition"☆300Updated 3 years ago
- The Gait and Movement Analysis Package☆47Updated 3 weeks ago