Edge Impulse Experts / Drone Audio Detection Public

Target: Raspberry Pi 5 Clone this project

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Drone Audio Detection

PRIMER SIMPOSIO INTERNACIONAL DE CIBERSEGURIDAD ECC-UCM COLOMBIA

Keyword spotting

About this project

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Data (10,627 samples)

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mixed_membo_17-membo_001_

ID: 2703102379

Label: drone

Sample length: 1s

mixed_membo_37-membo_003_

ID: 2703102605

Label: drone

Sample length: 1s

2-39945-B-194

ID: 2703068220

Label: unknown

Sample length: 959ms

4-182369-A-123

ID: 2703079123

Label: unknown

Sample length: 1s

2-124662-A-111

ID: 2703067060

Label: unknown

Sample length: 1s

B_S2_D1_075-bebop_000_

ID: 2703096907

Label: drone

Sample length: 1s

2-104877-A-33

ID: 2703064530

Label: unknown

Sample length: 1s

5-213836-C-91

ID: 2703087890

Label: unknown

Sample length: 1s

Model accuracy (Unoptimized (float32))

Validation set

98.9%

Test set

On-device performance (Raspberry Pi 5, Unoptimized (float32))

Latency

2 ms.

Flash usage

30.3K

Run this model

On any device

Clone project

Dataset summary

Data collected

3h 1m 44s

Sensor

audio @ 16KHz

Labels

drone, unknown

Project info

Project ID	937618
License	3-Clause BSD
No. of views	6
No. of clones	0