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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XC648775 - Black Woodpecker - Dryocopus martius.wav.2bdm9pr7.s3

ID: 41836488

Label: woodpecker

Sample length: 1s

XC621570 - Great Spotted Woodpecker - Dendrocopos major.wav.2b16kid9.s40

ID: 41837299

Label: woodpecker

Sample length: 1s

XC466890 - Great Spotted Woodpecker - Dendrocopos major.wav.2b16jmnr.s34

ID: 41837168

Label: woodpecker

Sample length: 1s

XC98140 - Black Woodpecker - Dryocopus martius.wav.2bdm9oj9.s2

ID: 41836505

Label: woodpecker

Sample length: 1s

XC531879 - Great Spotted Woodpecker - Dendrocopos major.wav.2b0t5tkg.s3

ID: 41837573

Label: woodpecker

Sample length: 1s

XC408424 - Great Spotted Woodpecker - Dendrocopos major.wav.2b0t5rp1.s25.s1

ID: 41836810

Label: woodpecker

Sample length: 1s

XC519996 - Great Spotted Woodpecker - Dendrocopos major.wav.2b16jj0h.s9

ID: 41837026

Label: woodpecker

Sample length: 1s

XC461225 - Great Spotted Woodpecker - Dendrocopos major.wav.2b16jmhb.s47

ID: 41837131

Label: woodpecker

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	278,596
No. of clones	55