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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zaqofvnb.s3

ID: 2267797947

Label: Noice

Sample length: 1s

vbm8nxp2.s4

ID: 2267797900

Label: Noice

Sample length: 1s

3qto28gn.s3

ID: 2267797939

Label: Noice

Sample length: 1s

b8mqaokk.s3

ID: 2267797878

Label: Gun

Sample length: 1s

qv97r5st.s3

ID: 2267798048

Label: Gun

Sample length: 1s

4yog77rc.s7

ID: 2267797936

Label: Noice

Sample length: 1s

rnvzny97.s7

ID: 2267794766

Label: Gun

Sample length: 1s

vbm8nxp2.s1

ID: 2267797897

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

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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	8,415
No. of clones	4