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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XC531879 - Great Spotted Woodpecker - Dendrocopos major.wav.2b0t5tkg.s4

ID: 41837572

Label: woodpecker

Sample length: 1s

XC448657 - Great Spotted Woodpecker - Dendrocopos major.wav.2b16jm69.s16

ID: 41837115

Label: woodpecker

Sample length: 1s

XC67290 - Great Spotted Woodpecker - Dendrocopos major.wav.2b16j20e.s7

ID: 41836884

Label: woodpecker

Sample length: 1s

XC624713 - Great Spotted Woodpecker - Dendrocopos major.wav.2b16kg3c.s14

ID: 41837211

Label: woodpecker

Sample length: 1s

XC169297 - Black Woodpecker - Dryocopus martius.wav.2bdm9po5.s5

ID: 41836480

Label: woodpecker

Sample length: 1s

XC127777 - Great Spotted Woodpecker - Dendrocopos major.wav.2b16j5f7.s3

ID: 41836917

Label: woodpecker

Sample length: 1s

XC524572 - Great Spotted Woodpecker - Dendrocopos major.wav.2b0t4pht.s17

ID: 41837355

Label: woodpecker

Sample length: 1s

XC153213 - Great Spotted Woodpecker - Dendrocopos major.wav.2b16kinc.s11

ID: 41837352

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

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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	361,683
No. of clones	59