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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kvsSoPjcpxQ

ID: 115272734

Label: gas

Sample length: 10s

6VSBpk8QguY

ID: 115272892

Label: gas

Sample length: 10s

Cummins 01 Dodge Diesel Driving through Xmas Light Display-0LNHcA4mQWQ

ID: 115273005

Label: diesel

Sample length: 10s

nothing.s28

ID: 115272417

Label: nothing

Sample length: 8s

1ix6T9NuCpw

ID: 115272914

Label: gas

Sample length: 10s

TG2Lwx6PZok

ID: 115271913

Label: diesel

Sample length: 10s

Vzt7zy74BhU

ID: 115272743

Label: gas

Sample length: 9s

nothing.s1

ID: 115272765

Label: nothing

Sample length: 8s

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	5,524
No. of clones	1