Edge Impulse Experts / Forest Guard (Gunshot Detection) Public

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Forest Guard (Gunshot Detection)

Keyword spotting

About this project

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Data (161 samples)

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4yog77rc.s4

ID: 2267797933

Label: Noice

Sample length: 1s

q7w79apf.s6

ID: 2267797919

Label: Gun

Sample length: 1s

1kge1en6.s2

ID: 2267798198

Label: Gun

Sample length: 1s

cortt239.s1

ID: 2267797922

Label: Noice

Sample length: 1s

zpa01tep.s1

ID: 2267797892

Label: Noice

Sample length: 1s

umbl0t6r.s8

ID: 2267798264

Label: Gun

Sample length: 1s

q7w79apf.s8

ID: 2267797921

Label: Gun

Sample length: 1s

b8mqaokk.s3

ID: 2267797878

Label: Gun

Sample length: 1s

Model accuracy (Unoptimized (float32))

Validation set

96.2%

Test set

97.1%

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

Latency

157 ms.

Peak RAM usage

15.4K

Flash usage

30.5K

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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	13,431
No. of clones	7