gongbaodd / esp32 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.

esp32

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 (20 samples)

View all

siren.61dgntvv

ID: 2170651782

Label: siren

Sample length: 10s

cry.61dgrbtm

ID: 2170652179

Label: cry

Sample length: 10s

silent.61dh0nje

ID: 2170652487

Label: silent

Sample length: 10s

cry.61dh41j5

ID: 2170652520

Label: cry

Sample length: 10s

silent.61dgpk65

ID: 2170651892

Label: silent

Sample length: 10s

siren.61dh2vol

ID: 2170652508

Label: siren

Sample length: 10s

cry.61dgk2c4

ID: 2170651714

Label: cry

Sample length: 10s

phone.61dgdc68

ID: 2170651572

Label: phone

Sample length: 10s

Model accuracy (Unoptimized (float32))

Validation set

100.0%

Test set

100.0%

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

Latency

755 ms.

Peak RAM usage

20.8K

Flash usage

50.5K

Run this model

Scan QR code or launch in browser

Launch in browser

Dataset summary

Data collected

3m 20s

Sensor

audio @ 1.9KHz

Labels

cry, phone, silent, siren

Project info

Project ID	757088
License	3-Clause BSD
No. of views	1,340
No. of clones	0