Example Gallery

Algorithms

These examples demonstrate how to use the algorithms provided by pepbench.

Q-Peak Detection

Q Peak Detection Example

Q Peak Plotting Example

B-Point Detection

B Point Detection Example

B Point Plotting Example

Pipeline

These examples demonstrate how to combine Q-Peak and B-Point detection algorithms to create a PEP extraction pipeline.

PEP Extraction Pipeline

PEP Extraction Pipeline Example

Dataset

This example demonstrates how to load and inspect the packaged example dataset.

Example Dataset

Example Dataset

Evaluation

This example demonstrates how to evaluate the performance of a detection algorithm using a dataset with known annotations.

Evaluation

• Evaluation example: Compare B-point extraction results to the reference annotations in the dataset

Evaluation Challenges

These examples demonstrate how to evaluate the performance of PEP extraction pipelines.

PEP Extraction Evaluation

PEP Extraction and Evaluation Example