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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umbl0t6r.s7

ID: 2267798263

Label: Gun

Sample length: 1s

qv97r5st.s3

ID: 2267798048

Label: Gun

Sample length: 1s

zpa01tep.s2

ID: 2267797893

Label: Noice

Sample length: 1s

1kge1en6.s3

ID: 2267798199

Label: Gun

Sample length: 1s

b8mqaokk.s1

ID: 2267797876

Label: Gun

Sample length: 1s

rnvzny97.s1

ID: 2267794760

Label: Gun

Sample length: 1s

3mpyqibr.s4

ID: 2267797887

Label: Noice

Sample length: 1s

37f4k87s.s2

ID: 2267290521

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	10,917
No. of clones	7