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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output000000220

ID: 490022586

Label: Background

Sample length: 3s

output000001105

ID: 490009247

Label: Background

Sample length: 3s

output000000646

ID: 490017085

Label: Background

Sample length: 3s

output000000194

ID: 490022962

Label: Background

Sample length: 3s

output000000357

ID: 490020063

Label: Background

Sample length: 3s

output000000000

ID: 490025831

Label: Background

Sample length: 3s

output000000424

ID: 490019202

Label: Background

Sample length: 3s

output000000427

ID: 490019079

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	80,579
No. of clones	9