Nick Bild / visual_alerts 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.

visual_alerts

Keyword spotting

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 (440 samples)

View all

arctic_a0008

ID: 451187895

Label: talking

Sample length: 3s

arctic_a0033

ID: 451187922

Label: talking

Sample length: 5s

sound_221

ID: 451187773

Label: firetruck

Sample length: 3s

sound_423

ID: 451187869

Label: traffic

Sample length: 3s

2_fire_alarm_8

ID: 451187629

Label: fire

Sample length: 1s

sound_418

ID: 451187854

Label: traffic

Sample length: 3s

3_gas_alarm_10

ID: 451187631

Label: gas

Sample length: 1s

arctic_a0040

ID: 451187898

Label: talking

Sample length: 3s

Model accuracy (Unoptimized (float32))

Validation set

95.3%

Test set

88.1%

On-device performance (Cortex-M4F 80MHz, Quantized (int8))

Latency

206 ms.

Peak RAM usage

19.7K

Flash usage

30.3K

Run this model

Scan QR code or launch in browser

Launch in browser

Dataset summary

Data collected

17m 11s

Sensor

audio @ 16KHz

Labels

ambulance, background, danger, fire, firetruck and 4 others

Project info

Project ID	272259
Project version	1
License	Apache 2.0
No. of views	52,281
No. of clones	8