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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5-223317-A-312

ID: 2703089500

Label: unknown

Sample length: 975ms

1-28005-A-183

ID: 2703058452

Label: unknown

Sample length: 1s

4-250869-A-21

ID: 2703082689

Label: unknown

Sample length: 1s

3-87936-B-464

ID: 2703074849

Label: unknown

Sample length: 959ms

1-88574-A-83

ID: 2703064027

Label: unknown

Sample length: 1s

1-40730-A-10

ID: 2703059023

Label: unknown

Sample length: 1s

3-101381-A-331

ID: 2703070643

Label: unknown

Sample length: 1s

4-250869-C-22

ID: 2703082719

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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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	24,243
No. of clones	2