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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XC623335 - Great Spotted Woodpecker - Dendrocopos major.wav.2b0t5tio.s5

ID: 41837567

Label: woodpecker

Sample length: 1s

XC408721 - Great Spotted Woodpecker - Dendrocopos major.wav.2b0t5na4.s1

ID: 41837446

Label: woodpecker

Sample length: 1s

XC153213 - Great Spotted Woodpecker - Dendrocopos major.wav.2b16kinc.s22

ID: 41837340

Label: woodpecker

Sample length: 1s

XC461225 - Great Spotted Woodpecker - Dendrocopos major.wav.2b16jmhb.s38

ID: 41837138

Label: woodpecker

Sample length: 1s

A11-ptr_adu1-72s.wav.2b3qr76a.wav.2bdgqd67

ID: 41836517

Label: noise_general

Sample length: 21s

XC621569 - Great Spotted Woodpecker - Dendrocopos major.wav.2b16ki19.s5

ID: 41837243

Label: woodpecker

Sample length: 1s

XC365128 - Great Spotted Woodpecker - Dendrocopos major.wav.2b0t5n4j.s1

ID: 41837443

Label: woodpecker

Sample length: 1s

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

ID: 41837572

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	300,646
No. of clones	57