Edge Impulse Experts / Drone Audio Detection Public

Target: Rubik Pi 3 Clone this project

Welcome to Edge Impulse, the largest community of edge AI developers!
This is a public Edge Impulse project, use the navigation bar to see all data and models in this project; or clone to retrain or deploy to any edge device.

Drone Audio Detection

Nerdearla 2026 - Modelo de detección de drones por audio

Keyword spotting

drone openclaw sound

About this project

This public Edge Impulse project does not have a README yet. Clone this project to add new data or retrain this project, or to deploy this project to a device.

Data (10,733 samples)

View all

5-214759-B-54

ID: 2703087948

Label: unknown

Sample length: 959ms

5-147297-A-273

ID: 2703083025

Label: unknown

Sample length: 1s

4-102844-A-494

ID: 2703075034

Label: unknown

Sample length: 959ms

4-181955-B-34

ID: 2703079033

Label: unknown

Sample length: 959ms

Membo_1_042-membo_002_

ID: 2703099358

Label: drone

Sample length: 1s

1-118559-A-170

ID: 2703056965

Label: unknown

Sample length: 1s

4-172734-A-362

ID: 2703077649

Label: unknown

Sample length: 975ms

4-251645-A-490

ID: 2703082725

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

Run this model

Scan QR code or launch in browser

Launch in browser

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	59,532
No. of clones	9