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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Membo_0_039-membo_003_

ID: 2703099244

Label: drone

Sample length: 1s

1-31482-A-424

ID: 2703058644

Label: unknown

Sample length: 959ms

5-244933-A-342

ID: 2703091104

Label: unknown

Sample length: 975ms

1-34853-A-370

ID: 2703058817

Label: unknown

Sample length: 1s

B_S2_D1_103-bebop_003_

ID: 2703097593

Label: drone

Sample length: 1s

5-238938-A-274

ID: 2703090828

Label: unknown

Sample length: 959ms

4-264453-A-342

ID: 2703082785

Label: unknown

Sample length: 975ms

5-217158-A-02

ID: 2703088147

Label: unknown

Sample length: 975ms

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	3,194
No. of clones	1