Edge Impulse Experts / Drone Audio Detection Public

Target: Rubik Pi 3 Clone this project

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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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1-46938-B-72

ID: 2703060230

Label: unknown

Sample length: 975ms

mixed_membo_16-membo_004_

ID: 2703102377

Label: drone

Sample length: 904ms

5-189237-A-121

ID: 2703085789

Label: unknown

Sample length: 1s

5-160551-A-422

ID: 2703084167

Label: unknown

Sample length: 975ms

3-142593-A-382

ID: 2703071992

Label: unknown

Sample length: 975ms

B_S2_D1_068-bebop_003_

ID: 2703096847

Label: drone

Sample length: 1s

2-80844-A-133

ID: 2703070024

Label: unknown

Sample length: 1s

mixed_membo_11-membo_002_

ID: 2703102331

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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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	9,729
No. of clones	2