Tad McAllister / alarm-detection Public

Target: Cortex-M4F 80MHz Clone this project

Welcome to Edge Impulse, the largest community of edge AI developers!
This is a public Edge Impulse project, use the navigation bar to see all data and models in this project; or clone to retrain or deploy to any edge device.

alarm-detection

Audio

About this project

This public Edge Impulse project does not have a README yet. Clone this project to add new data or retrain this project, or to deploy this project to a device.

Data (28 samples)

View all

background.24jboo18

ID: 28457057

Label: background

Sample length: 2s

traffic.24jbtb6t

ID: 28457049

Label: traffic

Sample length: 2s

background.24jbpm95

ID: 28457051

Label: background

Sample length: 2s

Conducting the fire drill-clean-16.wav.24jber9s

ID: 28457062

Label: fire-alarm

Sample length: 10s

conversation.24jc69sq

ID: 28457040

Label: conversation

Sample length: 2s

traffic.24jbsp9a

ID: 28457052

Label: traffic

Sample length: 2s

traffic.24jbt32e

ID: 28457046

Label: traffic

Sample length: 2s

System test 14-clean-16.wav.24jbe9kd

ID: 28457063

Label: fire-alarm

Sample length: 10s

Model accuracy, Time series data, Audio (Syntiant), Neural Network (Keras) (+syntiant block) (Unoptimized (float32))

View 1 other experiment

Validation set

Test set

On-device performance (Cortex-M4F 80MHz, Unoptimized (float32))

Latency

Flash usage

Run this model

On any device

Clone project

Dataset summary

Data collected

2m 36s

Sensor

audio @ 16KHz

Labels

background, conversation, fire-alarm, traffic

Project info

Project ID	29988
Project version	4
License	No license attached
No. of views	6,645
No. of clones	6