Mathias / woodpeckerDetector Public

Target: Cortex-M4F 80MHz Clone this project

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woodpeckerDetector

Audio

About this project

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Data (1,949 samples)

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XC461225 - Great Spotted Woodpecker - Dendrocopos major.wav.2b16jmhb.s45

ID: 41837133

Label: woodpecker

Sample length: 1s

XC77431 - Great Spotted Woodpecker - Dendrocopos major major.wav.2b16j1ln.s10

ID: 41836827

Label: woodpecker

Sample length: 1s

XC98171 - Great Spotted Woodpecker - Dendrocopos major.wav.2b16j1u3.s6

ID: 41836854

Label: woodpecker

Sample length: 1s

XC130413 - Great Spotted Woodpecker - Dendrocopos major.wav.2b16jbso.s15

ID: 41836987

Label: woodpecker

Sample length: 1s

XC461225 - Great Spotted Woodpecker - Dendrocopos major.wav.2b16jmhb.s50

ID: 41837128

Label: woodpecker

Sample length: 1s

XC67287 - Great Spotted Woodpecker - Dendrocopos major.wav.2b16ki99.s5

ID: 41837262

Label: woodpecker

Sample length: 1s

XC363680 - Great Spotted Woodpecker - Dendrocopos major.wav.2b0t5ncv.s1

ID: 41837448

Label: woodpecker

Sample length: 1s

964_2017_04_25_02_001_16kHz_upsampled_mono.wav.2b6ciork

ID: 41836613

Label: noise_am

Sample length: 1s

Model accuracy (Unoptimized (float32))

Validation set

98.9%

Test set

96.6%

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

Latency

185 ms.

Peak RAM usage

20.4K

Flash usage

34.3K

Run this model

On any device

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Dataset summary

Data collected

1h 6m 42s

Sensor

audio @ 16KHz

Labels

noise_am, noise_general, woodpecker

Project info

Project ID	41560
Project version	12
License	No license attached
No. of views	268,438
No. of clones	54