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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mixed_membo_14-membo_003_

ID: 2703102349

Label: drone

Sample length: 1s

5-234247-A-370

ID: 2703089630

Label: unknown

Sample length: 1s

1-9887-B-491

ID: 2703064234

Label: unknown

Sample length: 1s

5-197118-A-452

ID: 2703085997

Label: unknown

Sample length: 975ms

1-72195-A-372

ID: 2703062483

Label: unknown

Sample length: 975ms

2-39945-C-194

ID: 2703068274

Label: unknown

Sample length: 959ms

4-179984-A-380

ID: 2703077887

Label: unknown

Sample length: 1s

1-58923-B-273

ID: 2703061048

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	24,552
No. of clones	2