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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output000001099

ID: 490009138

Label: Background

Sample length: 3s

output000000377

ID: 490019690

Label: Background

Sample length: 3s

output000000833

ID: 490013670

Label: Background

Sample length: 3s

output000000581

ID: 490017735

Label: Background

Sample length: 3s

output000000918

ID: 490012144

Label: Background

Sample length: 3s

output000000077

ID: 490024799

Label: Background

Sample length: 3s

output000000638

ID: 490017164

Label: Background

Sample length: 3s

output000000526

ID: 490017783

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	61,541
No. of clones	3