sebastian-lapuschkin / interpretable-deep-gait
Explaining the unique nature of individual gait patterns with deep learning
☆25Updated 3 years ago
Related projects ⓘ
Alternatives and complementary repositories for interpretable-deep-gait
- An OpenAI-Gym Package for Training and Testing Reinforcement Learning algorithms with OpenSim Models☆28Updated 3 years ago
- Extract and visualize gait data☆36Updated last year
- Raw dataset from "Signal Processing and Machine Learning for Diplegia Classification" and "Gait-Based Diplegia Classification Using LSMT …☆14Updated 5 years ago
- An evolutionary algorithm-based optimization for tracking weights in the OpenSim Residual Reduction Algorithm (RRA).☆11Updated last year
- Interface between OpenSim and the Pyomeca library☆21Updated 3 years ago
- Low dimensional Kalman smoother that fills gaps in motion capture marker trajectories☆17Updated 2 years ago
- implementation of an evolved conventional gait model☆51Updated 4 months ago
- Code and Data used for the paper "Explaining Machine Learning Models for Clinical Gait Analysis"☆28Updated 2 years ago
- ☆81Updated last year
- Human whole-body pose estimation using MARG multi-sensor data☆64Updated 2 years ago
- ☆16Updated last year
- ☆14Updated 5 years ago
- Automatic labelling of motion capture markers☆29Updated 2 years ago
- Python framework for generating scientific workflows with the OpenSim musculoskeletal modeling and simulation software package. Built on …☆13Updated last year
- ☆31Updated 5 years ago
- python Convention Gait Model☆24Updated last year
- Stuff related to the BMClab public datasets☆15Updated last year
- Human motion capture system written in MATLAB☆16Updated 2 weeks ago
- Open-Source macroscopic (Hill-type) muscle model for forward-dynamic simulations in biophyiscs and biomechanics.☆18Updated 4 years ago
- biomechZoo is a user-customizable toolbox for the analysis of biomechanical data within the MatLab programming environment. Please take a…☆37Updated 8 months ago
- Data-Driven Gait Event Detection for Parkinson's Disease Patients with Freezing of Gait☆11Updated 4 years ago
- Hands-on example for the workshop on optimal control in biomechanics at ISB 2021.☆14Updated last year
- Real-time musculoskeletal kinematics and dynamics analysis using marker- and IMU-based solutions☆65Updated 3 years ago
- The Gait and Movement Analysis Package☆40Updated 5 months ago
- Tools for the Cleveland State Human Motion and Control Lab☆111Updated 2 years ago
- A motor unit based model of skeletal muscle and fatigue☆64Updated 5 years ago
- Use of naoqi APIs to teleoperate Pepper robot in real-time using Openpose estimated skeleton data + kinect v2 depth info☆13Updated 2 years ago
- This repository is a new wearable biosensors package for ROS2-Foxy. The ultimate goal of this repo is to expand the biosensors ecosystem …☆17Updated 2 years ago
- ☆21Updated 7 years ago
- Generate 3D muscle-driven predictive simulations of human movement using direct collocation and algorithmic differentiation☆43Updated 2 years ago