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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output000000539

ID: 490017771

Label: Background

Sample length: 3s

output000000382

ID: 490019509

Label: Background

Sample length: 3s

output000000962

ID: 490011421

Label: Background

Sample length: 3s

output000001142

ID: 490008515

Label: Background

Sample length: 3s

output000000975

ID: 490011317

Label: Background

Sample length: 3s

output000000767

ID: 490014906

Label: Background

Sample length: 3s

output000000466

ID: 490018604

Label: Background

Sample length: 3s

output000001145

ID: 490008369

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	96,648
No. of clones	9