gaitmap.example_data.get_healthy_example_imu_data#

gaitmap.example_data.get_healthy_example_imu_data()[source]#

Get example IMU data from a healthy subject doing a 2x20m gait test.

The sampling rate is 204.8 Hz

Examples using gaitmap.example_data.get_healthy_example_imu_data#

Automatic sensor alignment

Automatic sensor alignment

Automatic sensor alignment
Ullrich gait sequence detection

Ullrich gait sequence detection

Ullrich gait sequence detection
BarthDtw stride segmentation

BarthDtw stride segmentation

BarthDtw stride segmentation
Stride segmentation with Regions of Interest

Stride segmentation with Regions of Interest

Stride segmentation with Regions of Interest
HMM stride segmentation - Prediction with pre-trained model

HMM stride segmentation - Prediction with pre-trained model

HMM stride segmentation - Prediction with pre-trained model
SegmentationModel Training

SegmentationModel Training

SegmentationModel Training
BarthDtw stride segmentation with Custom Template

BarthDtw stride segmentation with Custom Template

BarthDtw stride segmentation with Custom Template
Herzer event detection

Herzer event detection

Herzer event detection
Rampp event detection

Rampp event detection

Rampp event detection
Stride Level Trajectory reconstruction

Stride Level Trajectory reconstruction

Stride Level Trajectory reconstruction
Mahony and Madgwick Orientation Estimation

Mahony and Madgwick Orientation Estimation

Mahony and Madgwick Orientation Estimation
Region Level Trajectory reconstruction

Region Level Trajectory reconstruction

Region Level Trajectory reconstruction
ZUPT Dependency of the Trajectory Estimation

ZUPT Dependency of the Trajectory Estimation

ZUPT Dependency of the Trajectory Estimation
Advanced Kalman Filter Usage

Advanced Kalman Filter Usage

Advanced Kalman Filter Usage
Grid Search optimal Algorithm Parameter

Grid Search optimal Algorithm Parameter

Grid Search optimal Algorithm Parameter
Optimizable Pipelines

Optimizable Pipelines

Optimizable Pipelines
Cross Validation

Cross Validation

Cross Validation
GridSearchCV

GridSearchCV

GridSearchCV
Running multiple pipelines in parallel

Running multiple pipelines in parallel

Running multiple pipelines in parallel
Caching algorithm outputs

Caching algorithm outputs

Caching algorithm outputs