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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1-18631-A-232

ID: 2703057637

Label: unknown

Sample length: 975ms

3-129264-A-93

ID: 2703071592

Label: unknown

Sample length: 1s

1-94036-A-221

ID: 2703064074

Label: unknown

Sample length: 1s

2-182508-A-81

ID: 2703067759

Label: unknown

Sample length: 1s

2-70052-B-420

ID: 2703069052

Label: unknown

Sample length: 1s

1-30344-A-01

ID: 2703058569

Label: unknown

Sample length: 1s

4-165791-A-452

ID: 2703077223

Label: unknown

Sample length: 975ms

4-191015-A-431

ID: 2703080722

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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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	37,489
No. of clones	5