Edge Impulse Experts / Gunshot Detection Public

Target: Cortex-M4F 80MHz Clone this project

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Gunshot Detection

Keyword spotting

About this project

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Data (1,604 samples)

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siren-40717-8-0-3

ID: 134371591

Label: other

Sample length: 4s

jackhammer-169098-7-0-1

ID: 134371747

Label: other

Sample length: 4s

drilling-59594-4-0-3

ID: 134372063

Label: other

Sample length: 4s

drilling-34621-4-7-0

ID: 134372096

Label: other

Sample length: 510ms

siren-102871-8-0-3

ID: 134371546

Label: other

Sample length: 4s

drilling-104817-4-0-3

ID: 134372019

Label: other

Sample length: 4s

engine_idling-94710-5-0-2

ID: 134371967

Label: other

Sample length: 4s

4 (87)

ID: 134372667

Label: gunshot

Sample length: 2s

Model accuracy (Unoptimized (float32))

Validation set

94.5%

Test set

91.3%

On-device performance (Cortex-M4F 80MHz, Unoptimized (float32))

Latency

187 ms.

Peak RAM usage

16.8K

Flash usage

107.0K

Run this model

On any device

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Dataset summary

Data collected

1h 20m 14s

Sensor

audio @ 48KHz

Labels

gunshot, other

Project info

Project ID	133765
Project version	3
License	No license attached
No. of views	109,309
No. of clones	147