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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Membo_0_011-membo_000_

ID: 2703099114

Label: drone

Sample length: 1s

4-218199-H-352

ID: 2703082595

Label: unknown

Sample length: 975ms

2-64332-A-182

ID: 2703068804

Label: unknown

Sample length: 975ms

3-166546-A-342

ID: 2703073404

Label: unknown

Sample length: 975ms

5-172299-A-52

ID: 2703084324

Label: unknown

Sample length: 975ms

4-204777-A-393

ID: 2703081273

Label: unknown

Sample length: 1s

1-101296-A-191

ID: 2703056317

Label: unknown

Sample length: 1s

white_noise001

ID: 2703093803

Label: unknown

Sample length: 5s

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	9,743
No. of clones	2