Edge Impulse Experts / Drone Audio Detection Public

Target: Rubik Pi 3 Clone this project

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Drone Audio Detection

Drone detection using Machine Learning audio model

Keyword spotting

drone openclaw sound

About this project

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Data (10,733 samples)

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3-95694-A-52

ID: 2703074913

Label: unknown

Sample length: 975ms

5-198600-A-454

ID: 2703086178

Label: unknown

Sample length: 959ms

2-37806-A-404

ID: 2703068142

Label: unknown

Sample length: 959ms

3-128512-A-474

ID: 2703071582

Label: unknown

Sample length: 959ms

2-72547-A-141

ID: 2703069583

Label: unknown

Sample length: 1s

mixed_44-bebop_004_

ID: 2703101015

Label: drone

Sample length: 904ms

5-202795-A-30

ID: 2703086402

Label: unknown

Sample length: 1s

4-198025-A-231

ID: 2703081059

Label: unknown

Sample length: 1s

Model accuracy (Unoptimized (float32))

Validation set

98.3%

Test set

98.3%

On-device performance (Rubik Pi 3, Quantized (int8))

Latency

8 ms.

Flash usage

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On any device

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Dataset summary

Data collected

3h 3m 41s

Sensor

audio @ 16KHz

Labels

drone, unknown

Project info

Project ID	937618
License	3-Clause BSD
No. of views	1,334
No. of clones	1