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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4-197454-B-280

ID: 2703081039

Label: unknown

Sample length: 1s

5-253534-A-263

ID: 2703091380

Label: unknown

Sample length: 1s

4-167063-B-112

ID: 2703077333

Label: unknown

Sample length: 975ms

1-9887-B-493

ID: 2703064208

Label: unknown

Sample length: 1s

1-21935-A-383

ID: 2703058054

Label: unknown

Sample length: 1s

mixed_membo_24-membo_003_

ID: 2703102477

Label: drone

Sample length: 1s

4-197871-A-150

ID: 2703081047

Label: unknown

Sample length: 1s

3-135650-A-453

ID: 2703071758

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	28,564
No. of clones	2