Edge Impulse Experts / Drone Audio Detection Public

Target: Rubik Pi 3 Clone this project

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Drone Audio Detection

Nerdearla 2026 - Modelo de detección de drones por audio

Keyword spotting

drone openclaw sound

About this project

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Data (10,733 samples)

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mixed_52-bebop_003_

ID: 2703101099

Label: drone

Sample length: 1s

4-205526-A-232

ID: 2703081313

Label: unknown

Sample length: 975ms

4-202749-A-130

ID: 2703081193

Label: unknown

Sample length: 1s

3-164592-A-151

ID: 2703073302

Label: unknown

Sample length: 1s

5-251426-A-302

ID: 2703091222

Label: unknown

Sample length: 975ms

mixed_membo_42-membo_001_

ID: 2703102655

Label: drone

Sample length: 1s

3-148297-A-371

ID: 2703072329

Label: unknown

Sample length: 1s

5-235893-A-280

ID: 2703089738

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	54,115
No. of clones	5