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

Change color.2

ID: 1719270966

Label: change_color

Sample length: 1s

_background.000134.wav.2if3v7th.ingestion-569dcbcdc-pdtt9

ID: 1719271605

Label: noise

Sample length: 1s

_unknown.rw_kagame.common_voice_rw_21446685.00.wav.2if40b5j.ingestion-569dcbcdc-pdtt9

ID: 1719272143

Label: unknown

Sample length: 1s

_background.000138.wav.2if3v7ve.ingestion-569dcbcdc-rrg9v

ID: 1719271597

Label: noise

Sample length: 1s

_unknown.ca_quatre.common_voice_ca_20863233.02.wav.2if400dp.ingestion-569dcbcdc-pdtt9

ID: 1719271793

Label: unknown

Sample length: 1s

_unknown.en_down.common_voice_en_20120517.01.wav.2if405mq.ingestion-569dcbcdc-7cl6n

ID: 1719271916

Label: unknown

Sample length: 1s

_unknown.en_old.common_voice_en_72067.01.wav.2if406ta.ingestion-569dcbcdc-rrg9v

ID: 1719271972

Label: unknown

Sample length: 1s

_background.000051.wav.2if3v2oh.ingestion-569dcbcdc-rrg9v

ID: 1719271411

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	8,792
No. of clones	1