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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3-136451-A-454

ID: 2703071810

Label: unknown

Sample length: 959ms

3-164216-A-63

ID: 2703073277

Label: unknown

Sample length: 1s

2-158746-D-22

ID: 2703067669

Label: unknown

Sample length: 975ms

4-107117-A-333

ID: 2703075072

Label: unknown

Sample length: 1s

4-159426-A-92

ID: 2703075913

Label: unknown

Sample length: 975ms

1-181071-A-401

ID: 2703057558

Label: unknown

Sample length: 1s

2-135860-A-492

ID: 2703067322

Label: unknown

Sample length: 975ms

4-175945-A-384

ID: 2703077813

Label: unknown

Sample length: 959ms

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	28,561
No. of clones	2