Zalmotek / Illegal Logging Detection - Thingy:53 Public

Target: Cortex-M4F 80MHz Clone this project

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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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output000000770

ID: 136510524

Label: Background

Sample length: 3s

output000000451

ID: 136510818

Label: Background

Sample length: 3s

output000000286

ID: 136510979

Label: Background

Sample length: 3s

output000000120

ID: 136511125

Label: Background

Sample length: 3s

output000001023

ID: 136510262

Label: Background

Sample length: 3s

output000000682

ID: 136510574

Label: Background

Sample length: 3s

output000000807

ID: 136510486

Label: Background

Sample length: 3s

output000000745

ID: 136510530

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	144,309
No. of clones	47