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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street_music-14387-9-0-11

ID: 134371434

Label: other

Sample length: 4s

drilling-34621-4-1-0

ID: 134372092

Label: other

Sample length: 1s

dog_bark-49808-3-1-22

ID: 134372145

Label: other

Sample length: 4s

4 (25)

ID: 134372713

Label: gunshot

Sample length: 2s

siren-102871-8-0-2

ID: 134371542

Label: other

Sample length: 4s

dog_bark-74495-3-0-0

ID: 134372133

Label: other

Sample length: 4s

drilling-34621-4-25-0

ID: 134372072

Label: other

Sample length: 690ms

siren-91396-8-0-3

ID: 134371557

Label: other

Sample length: 4s

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	154,254
No. of clones	194