Edge Impulse Experts / Drone Audio Detection Public

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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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5-221568-A-223

ID: 2703089402

Label: unknown

Sample length: 1s

3-115387-A-471

ID: 2703071082

Label: unknown

Sample length: 1s

5-207811-A-351

ID: 2703087552

Label: unknown

Sample length: 1s

3-94355-A-330

ID: 2703074899

Label: unknown

Sample length: 1s

B_S2_D1_074-bebop_003_

ID: 2703096909

Label: drone

Sample length: 1s

5-200329-B-82

ID: 2703086262

Label: unknown

Sample length: 975ms

5-221878-A-342

ID: 2703089412

Label: unknown

Sample length: 975ms

3-118972-B-411

ID: 2703071262

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	24,505
No. of clones	2