sebastian-lapuschkin / interpretable-deep-gaitLinks
Explaining the unique nature of individual gait patterns with deep learning
☆27Updated 4 years ago
Alternatives and similar repositories for interpretable-deep-gait
Users that are interested in interpretable-deep-gait are comparing it to the libraries listed below
Sorting:
- Human whole-body pose estimation using MARG multi-sensor data☆68Updated 3 years ago
- An OpenAI-Gym Package for Training and Testing Reinforcement Learning algorithms with OpenSim Models☆29Updated 3 years ago
- Generate 3D muscle-driven predictive simulations of human movement using direct collocation and algorithmic differentiation☆43Updated 3 years ago
- Biomechanical add-ons to the RigidBody Dynamics Library☆73Updated this week
- Tools for the Cleveland State Human Motion and Control Lab☆119Updated 4 months ago
- Low dimensional Kalman smoother that fills gaps in motion capture marker trajectories☆18Updated 3 years ago
- Real-time musculoskeletal kinematics and dynamics analysis using marker- and IMU-based solutions☆72Updated 4 years ago
- Python functions for working with 3D kinematics.☆138Updated 7 months ago
- A motor unit based model of skeletal muscle and fatigue☆67Updated 4 months ago
- ☆85Updated 2 years ago
- Biorbd visualization toolkit☆19Updated last month
- ☆47Updated 2 months ago
- Parse BVH files (Biovision) for Matlab☆30Updated 5 years ago
- OpenAI Gym environments using DART☆25Updated 2 years ago
- Hands-on example for the workshop on optimal control in biomechanics at ISB 2021.☆15Updated last year
- Solve optimal control problems for musculoskeletal models using OpenSim and direct collocation.☆65Updated 3 months ago
- Python toolbox for biomechanics analysis☆128Updated last month
- implementation of an evolved conventional gait model☆54Updated this week
- This repository is a new wearable biosensors package for ROS2-Foxy. The ultimate goal of this repo is to expand the biosensors ecosystem …☆19Updated 3 years ago
- ☆18Updated 2 years ago
- Raw dataset from "Signal Processing and Machine Learning for Diplegia Classification" and "Gait-Based Diplegia Classification Using LSMT …☆15Updated 6 years ago
- Information of public available data sets for biomechanics.☆79Updated 7 months ago
- An evolutionary algorithm-based optimization for tracking weights in the OpenSim Residual Reduction Algorithm (RRA).☆11Updated 2 years ago
- Motion capture (markerless 3D pose estimation) pipeline and helper GUI for tethered Drosophila.☆91Updated last week
- Code and Data used for the paper "Explaining Machine Learning Models for Clinical Gait Analysis"☆33Updated 3 years ago
- Human motion capture system written in MATLAB☆17Updated 8 months ago
- Database for human gait analysis consisting of continues recordings of combined activities, such as walking, running, taking stairs up an…☆101Updated 4 years ago
- OpenSim to MuJoCo XML converter☆68Updated last year
- Interface between OpenSim and the Pyomeca library☆24Updated 3 years ago
- Accurate and interpretable evaluation of surgical skills from kinematic data using fully convolutional neural networks☆9Updated 5 years ago