Timo Czotscher / sop-202_ Public

Target: Cortex-M4F 80MHz Clone this project

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sop-202_

Keyword spotting

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Data (298 samples)

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19ODs3vHhsA

ID: 115272082

Label: diesel

Sample length: 10s

nothing.s6

ID: 115272969

Label: nothing

Sample length: 8s

BWkVK480uNI

ID: 115271989

Label: diesel

Sample length: 10s

nothing.s5

ID: 115272704

Label: nothing

Sample length: 8s

8DdtmrEY1AM

ID: 115272868

Label: gas

Sample length: 10s

nothing.s2

ID: 115271867

Label: nothing

Sample length: 8s

axXdyOb5QS8

ID: 115272026

Label: diesel

Sample length: 10s

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

ID: 115272995

Label: diesel

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	8,275
No. of clones	1