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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XC130413 - Great Spotted Woodpecker - Dendrocopos major.wav.2b16jbso.s30

ID: 41836974

Label: woodpecker

Sample length: 1s

149_2017_04_25_01_001_16kHz_upsampled_mono.wav.2b6b5cq8

ID: 41836796

Label: noise_am

Sample length: 1s

165_2017_04_25_01_001_16kHz_upsampled_mono.wav.2b6b5d1j

ID: 41836789

Label: noise_am

Sample length: 1s

1254_2017_04_25_02_001_16kHz_upsampled_mono.wav.2b6cj0cl

ID: 41836593

Label: noise_am

Sample length: 1s

393_2017_04_25_02_001_16kHz_upsampled_mono.wav.2b6cidhm

ID: 41836651

Label: noise_am

Sample length: 1s

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

ID: 41837243

Label: woodpecker

Sample length: 1s

XC524572 - Great Spotted Woodpecker - Dendrocopos major.wav.2b0t4pht.s9

ID: 41837362

Label: woodpecker

Sample length: 1s

XC76917 - Great Spotted Woodpecker - Dendrocopos major.wav.2b16j1f8.s1

ID: 41836823

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	312,441
No. of clones	57