Examples

Examples that show how to work with mobgap.

Data Loading and Handling

Loading example data

Loading example data

Working with reference data

Working with reference data

Loading Digital Mobility Outcome (DMO) data

Loading Digital Mobility Outcome (DMO) data

Mobilise-D TVS Dataset

Mobilise-D TVS Dataset

Custom Data and Datasets

Custom Data and Datasets

Full Pipelines and Pipeline Helper

Gait Sequence Iterator

Gait Sequence Iterator

The Mobilise-D pipeline: Step-by-Step Breakdown

The Mobilise-D pipeline: Step-by-Step Breakdown

Evaluation of final walking bout level DMOs

Evaluation of final walking bout level DMOs

Preconfigured Mobilised Pipelines

Preconfigured Mobilised Pipelines

Gait Sequence Detection

GSD Iluz

GSD Iluz

GSD Paraschiv-Ionescu

GSD Paraschiv-Ionescu

GSD Evaluation

GSD Evaluation

GSD Evaluation Challenges

GSD Evaluation Challenges

GSD TVS Evaluation

GSD TVS Evaluation

Initial Contact Detection

ICD Ionescu

ICD Ionescu

Shin Algo

Shin Algo

HKLee algo

HKLee algo

ICD Evaluation

ICD Evaluation

Left/Right Classification

McCamley L/R Classifier

McCamley L/R Classifier

Ullrich L/R Classifier

Ullrich L/R Classifier

Mansour L/R Classifier

Mansour L/R Classifier

LRC Evaluation

LRC Evaluation

Cadence Estimation

Cadence from Initial Contacts

Cadence from Initial Contacts

Cadence Evaluation

Cadence Evaluation

Stride Length Calculation

SL Zijlstra

SL Zijlstra

Stride Length Evaluation

Stride Length Evaluation

Detecting Turns

ElGohary Turning Algo

ElGohary Turning Algo

Creating final Walking Bouts

Assembling WBs

Assembling WBs

DMO Aggregation

Mobilised Aggregator

Mobilised Aggregator

Threshold Checker

Threshold Checker

CVS Official Aggregation Script

CVS Official Aggregation Script

Data Transformations and Filtering

Generic Data Transforms

Generic Data Transforms

General Filter Introduction

General Filter Introduction

Resampling data

Resampling data

Continuous Wavelet Transform (CWT) - Filter

Continuous Wavelet Transform (CWT) - Filter

Gaussian Smoothing

Gaussian Smoothing

Savitzky-Golay Filter Example

Savitzky-Golay Filter Example

Development Guides

Some recipies that should help during development of mobgap and might also be helpful, if you want to extend mobgap using new algorithms.

Pretrained models and predefined Parameters

Pretrained models and predefined Parameters