Edge Impulse Experts / Photon 2 Keyword keyword spotting Public

Target: Arduino Nicla Vision (Cortex-M7 480MHz) Clone this project

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Photon 2 Keyword keyword spotting

Particle Photon 2 keyword spotting to operate a machine

Keyword spotting

Particle Photon 2 Relay PDA mic

About this project

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Data (60 samples)

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background.4bama746.s27

ID: 509538753

Label: background

Sample length: 1s

turnoff.4bam4i1r.s6

ID: 509538804

Label: turnoff

Sample length: 1s

turnoff.4bam4i1r.s20

ID: 509538791

Label: turnoff

Sample length: 1s

turnoff.4bam4i1r.s8

ID: 509538802

Label: turnoff

Sample length: 1s

turnoff.4bam4i1r.s27

ID: 509538786

Label: turnoff

Sample length: 1s

turnoff.4bam4i1r.s12

ID: 509538798

Label: turnoff

Sample length: 1s

background.4bama746.s4

ID: 509538778

Label: background

Sample length: 1s

background.4bama746.s2

ID: 509538780

Label: background

Sample length: 1s

Model accuracy (Unoptimized (float32))

Validation set

100.0%

Test set

100.0%

On-device performance (Arduino Nicla Vision (Cortex-M7 480MHz), Quantized (int8))

Latency

22 ms.

Peak RAM usage

13.0K

Flash usage

30.8K

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Dataset summary

Data collected

1m 0s

Sensor

audio @ 16KHz

Labels

background, turnoff

Project info

Project ID	288386
Project version	1
License	Apache 2.0
No. of views	10,518
No. of clones	4