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

_background.000159.wav.2if3v91r.ingestion-569dcbcdc-rrg9v

ID: 1719271652

Label: noise

Sample length: 1s

Change color.7

ID: 1719270986

Label: change_color

Sample length: 1s

_unknown.de_ihr.common_voice_de_18624972.00.wav.2if403cj.ingestion-569dcbcdc-7cl6n

ID: 1719271857

Label: unknown

Sample length: 1s

_background.000032.wav.2if3v0hg.ingestion-569dcbcdc-7cl6n

ID: 1719271395

Label: noise

Sample length: 1s

_unknown.ca_primer.common_voice_ca_19911177.02.wav.2if400dp.ingestion-569dcbcdc-rrg9v

ID: 1719271773

Label: unknown

Sample length: 1s

_background.000109.wav.2if3v68p.ingestion-569dcbcdc-7cl6n

ID: 1719271587

Label: noise

Sample length: 1s

_background.000022.wav.2if3uv34.ingestion-569dcbcdc-pdtt9

ID: 1719271362

Label: noise

Sample length: 1s

_background.000087.wav.2if3v4v6.ingestion-569dcbcdc-rrg9v

ID: 1719271487

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

On any device

Clone project

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	11,120
No. of clones	1