Hindustan Smart Automation Technologies / AanyaNoNoise 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.

AanyaNoNoise

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 (169,990 samples)

View all

batti.03837

ID: 422602496

Label: batti

Sample length: 1s

tv.03870

ID: 422662653

Label: tv

Sample length: 1s

off.03930

ID: 422575694

Label: off

Sample length: 1s

pankha.06336

ID: 422636389

Label: pankha

Sample length: 1s

fan.02269

ID: 422614978

Label: fan

Sample length: 1s

chalu.02808

ID: 422539955

Label: chalu

Sample length: 1s

chalu.03421

ID: 422539421

Label: chalu

Sample length: 1s

band.00645

ID: 422505655

Label: band

Sample length: 1s

Model accuracy (Unoptimized (float32))

Validation set

94.6%

Test set

91.3%

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

Latency

415 ms.

Peak RAM usage

13.0K

Flash usage

29.6K

Run this model

Scan QR code or launch in browser

Launch in browser

Dataset summary

Data collected

47h 13m 10s

Sensor

audio @ 16KHz

Labels

aanya, ac, band, batti, bujha and 12 others

Project info

Project ID	267092
Project version	2
License	Apache 2.0
No. of views	39,016
No. of clones	3