Timo Czotscher / sop-202_ Public

Target: Cortex-M4F 80MHz Clone this project

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sop-202_

Keyword spotting

About this project

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Data (298 samples)

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9rzV5iBdh-g

ID: 115272051

Label: diesel

Sample length: 10s

Peugeot Partner 2.0 HDi Engine and Turbo SOUND!!!-2otKTtAAc9M

ID: 115272995

Label: diesel

Sample length: 10s

nothing.s14

ID: 115271815

Label: nothing

Sample length: 8s

nothing.s14

ID: 115271687

Label: nothing

Sample length: 10s

AnwUnhBvZTE

ID: 115272870

Label: gas

Sample length: 10s

BfqB2maNiF8

ID: 115271998

Label: diesel

Sample length: 10s

1G3uapRwiwA

ID: 115272898

Label: gas

Sample length: 10s

x8Vzqt3KkN0

ID: 115272720

Label: gas

Sample length: 10s

Model accuracy (Unoptimized (float32))

Validation set

86.0%

Test set

57.4%

On-device performance (Cortex-M4F 80MHz, Quantized (int8))

Latency

189 ms.

Peak RAM usage

24.7K

Flash usage

55.4K

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Dataset summary

Data collected

45m 6s

Sensor

audio @ 16KHz

Labels

diesel, gas, nothing

Project info

Project ID	118808
Project version	4
License	No license attached
No. of views	7,293
No. of clones	1