Zalmotek / Illegal Logging Detection - Thingy:53 Public

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Illegal Logging Detection - Thingy:53

Keyword spotting

About this project

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Data (1,320 samples)

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output000000775

ID: 136510505

Label: Background

Sample length: 3s

output000000570

ID: 136510700

Label: Background

Sample length: 3s

output000000348

ID: 136510900

Label: Background

Sample length: 3s

output000000494

ID: 136510766

Label: Background

Sample length: 3s

output000000369

ID: 136510888

Label: Background

Sample length: 3s

output000000756

ID: 136510518

Label: Background

Sample length: 3s

output000000229

ID: 136511018

Label: Background

Sample length: 3s

output000000914

ID: 136510374

Label: Background

Sample length: 3s

Model accuracy (Unoptimized (float32))

Validation set

100.0%

Test set

99.5%

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

Latency

263 ms.

Peak RAM usage

26.9K

Flash usage

28.9K

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Dataset summary

Data collected

1h 6m 0s

Sensor

audio @ 44.1KHz

Labels

Background, EngineSounds

Project info

Project ID	138770
Project version	1
License	No license attached
No. of views	141,311
No. of clones	47