Edge Impulse Experts / Forest Guard (Gunshot Detection) Public

Target: Cortex-M4F 80MHz Clone this project

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Forest Guard (Gunshot Detection)

Keyword spotting

About this project

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Data (161 samples)

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vbm8nxp2.s9

ID: 2267797905

Label: Noice

Sample length: 1s

3mpyqibr.s2

ID: 2267797885

Label: Noice

Sample length: 1s

3qto28gn.s1

ID: 2267797937

Label: Noice

Sample length: 1s

vbm8nxp2.s3

ID: 2267797899

Label: Noice

Sample length: 1s

q7w79apf.s2

ID: 2267797915

Label: Gun

Sample length: 1s

j29b7zjd.s1

ID: 2267798116

Label: Gun

Sample length: 1s

umbl0t6r.s1

ID: 2267798255

Label: Gun

Sample length: 1s

3mpyqibr.s8

ID: 2267797891

Label: Noice

Sample length: 1s

Model accuracy (Unoptimized (float32))

Validation set

96.2%

Test set

On-device performance (Cortex-M4F 80MHz, Quantized (int8))

Latency

157 ms.

Peak RAM usage

15.4K

Flash usage

30.5K

Run this model

On any device

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Dataset summary

Data collected

2m 41s

Sensor

audio @ 16KHz

Labels

Gun, Noice

Project info

Project ID	779225
License	3-Clause BSD
No. of views	7,437
No. of clones	4