Iskren Zhechev / Iskren-project-1 Public

Target: Nordic Thingy:53 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.

Iskren-project-1

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 (419 samples)

View all

_unknown.ca_diferents.common_voice_ca_22063942.01.wav.2if400dt.ingestion-569dcbcdc-rrg9v

ID: 1719271757

Label: unknown

Sample length: 1s

_unknown.fr_trois.common_voice_fr_18380965.02.wav.2if40aad.ingestion-569dcbcdc-7cl6n

ID: 1719272113

Label: unknown

Sample length: 1s

_background.000067.wav.2if3v3me.ingestion-569dcbcdc-7cl6n

ID: 1719271476

Label: noise

Sample length: 1s

_background.000174.wav.2if3v9rt.ingestion-569dcbcdc-pdtt9

ID: 1719271675

Label: noise

Sample length: 1s

_unknown.rw_kandi.common_voice_rw_21888651.02.wav.2if40b65.ingestion-569dcbcdc-rrg9v

ID: 1719272170

Label: unknown

Sample length: 1s

_unknown.en_appeared.common_voice_en_61209.00.wav.2if404u5.ingestion-569dcbcdc-rrg9v

ID: 1719271893

Label: unknown

Sample length: 1s

_background.000085.wav.2if3v4sv.ingestion-569dcbcdc-pdtt9

ID: 1719271483

Label: noise

Sample length: 1s

_background.000118.wav.2if3v6b8.ingestion-569dcbcdc-rrg9v

ID: 1719271562

Label: noise

Sample length: 1s

Model accuracy (Unoptimized (float32))

Validation set

98.5%

Test set

On-device performance (Nordic Thingy:53, Quantized (int8))

Latency

112 ms.

Peak RAM usage

19.8K

Flash usage

33.1K

Run this model

Scan QR code or launch in browser

Launch in browser

Dataset summary

Data collected

6m 59s

Sensor

audio @ 16KHz

Labels

change_color, noise, unknown

Project info

Project ID	643593
License	3-Clause BSD
No. of views	12,621
No. of clones	1