indra17168 / Ambulance Siren Detector Public

Target: Espressif ESP-EYE (ESP32 240MHz) 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.

Ambulance Siren Detector

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

ambulance.5rrfqo8i

ID: 1888654055

Label: ambulance

Sample length: 10s

noise.5t6701dm

ID: 1925749023

Label: noise

Sample length: 10s

noise.5t61ba8b

ID: 1925704353

Label: noise

Sample length: 10s

ambulance.5rrfnkkm

ID: 1888642517

Label: ambulance

Sample length: 10s

noise.5t60qpt6

ID: 1925680179

Label: noise

Sample length: 10s

noise.5rrg1e4m

ID: 1888662695

Label: noise

Sample length: 10s

ambulance.5rrfrp02

ID: 1888655235

Label: ambulance

Sample length: 10s

ambulance.5rrfmnt5

ID: 1888640524

Label: ambulance

Sample length: 10s

Model accuracy (Unoptimized (float32))

Validation set

91.8%

Test set

On-device performance (Espressif ESP-EYE (ESP32 240MHz), Quantized (int8))

Latency

962 ms.

Peak RAM usage

62.5K

Flash usage

426.7K

Run this model

On any device

Clone project

Dataset summary

Data collected

4m 40s

Sensor

audio @ 16KHz

Labels

ambulance, noise

Project info

Project ID	699816
License	3-Clause BSD
No. of views	148
No. of clones	0