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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B_S2_D1_119-bebop_004_

ID: 2703098769

Label: drone

Sample length: 896ms

1-17565-A-123

ID: 2703057483

Label: unknown

Sample length: 1s

5-51149-A-253

ID: 2703092624

Label: unknown

Sample length: 1s

2-117795-A-34

ID: 2703066664

Label: unknown

Sample length: 959ms

5-204352-B-132

ID: 2703086462

Label: unknown

Sample length: 975ms

4-189836-A-224

ID: 2703080712

Label: unknown

Sample length: 959ms

1-34495-A-144

ID: 2703058802

Label: unknown

Sample length: 959ms

B_S2_D1_132-bebop_000_

ID: 2703098880

Label: drone

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	37,488
No. of clones	5