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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AWz93vkeamM

ID: 115272034

Label: diesel

Sample length: 10s

nothing.s9

ID: 115271766

Label: nothing

Sample length: 10s

nothing.s32

ID: 115272289

Label: nothing

Sample length: 8s

7qdNJ9dTe8o

ID: 115272867

Label: gas

Sample length: 10s

nothing.s1

ID: 115271872

Label: nothing

Sample length: 8s

K0Uy_iS9BXI

ID: 115271956

Label: diesel

Sample length: 10s

nothing.s14

ID: 115271815

Label: nothing

Sample length: 8s

CCsOjamHCEQ

ID: 115271993

Label: diesel

Sample length: 9s

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	9,066
No. of clones	1