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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3-155583-A-142

ID: 2703072825

Label: unknown

Sample length: 975ms

4-130584-A-44

ID: 2703075380

Label: unknown

Sample length: 959ms

4-186693-A-174

ID: 2703079307

Label: unknown

Sample length: 959ms

5-151085-A-201

ID: 2703084053

Label: unknown

Sample length: 1s

2-80482-A-203

ID: 2703070022

Label: unknown

Sample length: 1s

1-17808-B-124

ID: 2703057528

Label: unknown

Sample length: 959ms

4-167063-B-111

ID: 2703077337

Label: unknown

Sample length: 1s

1-62594-A-321

ID: 2703062223

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	4
No. of clones	0