Salman Faris / Illegal Logging Detection - Vehicle sound - XIAO-nRF52 Public

Target: Arduino Nano 33 BLE Sense (Cortex-M4F 64MHz) Clone this project

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Illegal Logging Detection - Vehicle sound - XIAO-nRF52

Keyword spotting

About this project

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Data (1,320 samples)

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output000000640

ID: 490017218

Label: Background

Sample length: 3s

output000001096

ID: 490009260

Label: Background

Sample length: 3s

output000000208

ID: 490022754

Label: Background

Sample length: 3s

output000000987

ID: 490011038

Label: Background

Sample length: 3s

output000000270

ID: 490021615

Label: Background

Sample length: 3s

output000000760

ID: 490014643

Label: Background

Sample length: 3s

output000000487

ID: 490018336

Label: Background

Sample length: 3s

output000000438

ID: 490018774

Label: Background

Sample length: 3s

Model accuracy (Unoptimized (float32))

Validation set

100.0%

Test set

On-device performance (Arduino Nano 33 BLE Sense (Cortex-M4F 64MHz), Quantized (int8))

Latency

306 ms.

Peak RAM usage

19.7K

Flash usage

31.8K

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Dataset summary

Data collected

1h 6m 0s

Sensor

audio @ 44.1KHz

Labels

Background, EngineSounds

Project info

Project ID	283541
Project version	1
License	Apache 2.0
No. of views	110,107
No. of clones	10