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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XC470973 - Great Spotted Woodpecker - Dendrocopos major.wav.2b0t5t5s.s3

ID: 41837550

Label: woodpecker

Sample length: 1s

9000_2017_04_25_03_001_16kHz_upsampled_mono.wav.2bdgs6de

ID: 41836507

Label: noise_am

Sample length: 1m 0s

1833_2017_04_25_02_001_16kHz_upsampled_mono.wav.2b6cjofu

ID: 41836569

Label: noise_am

Sample length: 1s

XC461225 - Great Spotted Woodpecker - Dendrocopos major.wav.2b16jmhb.s41

ID: 41837136

Label: woodpecker

Sample length: 1s

50_2017_04_25_02_001_16kHz_upsampled_mono.wav.2b6ci8jp

ID: 41836676

Label: noise_am

Sample length: 1s

XC621570 - Great Spotted Woodpecker - Dendrocopos major.wav.2b16kid9.s15

ID: 41837315

Label: woodpecker

Sample length: 1s

788_2017_04_25_01_001_16kHz_upsampled_mono.wav.2b6b5nb7

ID: 41836760

Label: noise_am

Sample length: 1s

XC98146 - Great Spotted Woodpecker - Dendrocopos major.wav.2b16j165.s2

ID: 41836821

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	247,973
No. of clones	54