Edge Impulse Experts / cough-monitor-audio (Created by Eivind Holt) Public

Edge Impulse Experts / cough-monitor-audio (Created by Eivind Holt)

This is your Edge Impulse project. From here you acquire new training data, design impulses and train models.

Audio

About this project

Impulse project for counting coughs for monitoring progress in treatment of lung diseases (e.g. COPD, asthma). Trained on one healthy person for demonstration purposes only. Example of public crowd-sourced datasets: https://www.kaggle.com/datasets/himanshu007121/coughclassifier-trial

Creating your first impulse (100% complete)

Acquire data

Every Machine Learning project starts with data. You can capture data from a development board or your phone, or import data you already collected.

Design an impulse

Teach the model to interpret previously unseen data, based on historical data. Use this to categorize new data, or to find anomalies in sensor readings.

Deploy

Package the complete impulse up, from signal processing code to trained model, and deploy it on your device. This ensures that the impulse runs with low latency and without requiring a network connection.

Download block output

Title Type Size
Spectrogram training data NPY file 647 windows
Spectrogram training labels NPY file 647 windows
Spectrogram testing data NPY file 290 windows
Spectrogram testing labels NPY file 290 windows
NN Classifier model TensorFlow Lite (float32) 49 KB
NN Classifier model TensorFlow Lite (int8 quantized) 19 KB
NN Classifier model TensorFlow SavedModel 50 KB
NN Classifier model Keras h5 model 45 KB

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Summary

Data collected
7m 15s

Project info

Project ID 105885
Project version 6
License No license attached