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.1

ID: 1719270963

Label: change_color

Sample length: 1s

_unknown.fr_ont.common_voice_fr_22497493.02.wav.2if40a1c.ingestion-569dcbcdc-pdtt9

ID: 1719272098

Label: unknown

Sample length: 1s

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

ID: 1719271757

Label: unknown

Sample length: 1s

_unknown.rw_ubu.common_voice_rw_21243560.00.wav.2if40b6j.ingestion-569dcbcdc-rrg9v

ID: 1719272156

Label: unknown

Sample length: 1s

_background.000131.wav.2if3v7o7.ingestion-569dcbcdc-pdtt9

ID: 1719271632

Label: noise

Sample length: 1s

_background.000042.wav.2if3v1j8.ingestion-569dcbcdc-7cl6n

ID: 1719271401

Label: noise

Sample length: 1s

_background.000049.wav.2if3v27q.ingestion-569dcbcdc-pdtt9

ID: 1719271423

Label: noise

Sample length: 1s

_background.000055.wav.2if3v30l.ingestion-569dcbcdc-7cl6n

ID: 1719271438

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	10,093
No. of clones	1