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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XC621570 - Great Spotted Woodpecker - Dendrocopos major.wav.2b16kid9.s9

ID: 41837321

Label: woodpecker

Sample length: 1s

744_2017_04_25_02_001_16kHz_upsampled_mono.wav.2b6cik28

ID: 41836628

Label: noise_am

Sample length: 1s

1336_2017_04_25_01_001_16kHz_upsampled_mono.wav.2b6b66ir

ID: 41836724

Label: noise_am

Sample length: 1s

912_2017_04_25_02_001_16kHz_upsampled_mono.wav.2b6cino5

ID: 41836622

Label: noise_am

Sample length: 1s

XC302820 - Black Woodpecker - Dryocopus martius.wav.2bdm9pe0.s3

ID: 41836492

Label: woodpecker

Sample length: 1s

XC130413 - Great Spotted Woodpecker - Dendrocopos major.wav.2b16jbso.s11

ID: 41836994

Label: woodpecker

Sample length: 1s

XC130412 - Great Spotted Woodpecker - Dendrocopos major.wav.2b16jbs8.s5

ID: 41836961

Label: woodpecker

Sample length: 1s

XC621570 - Great Spotted Woodpecker - Dendrocopos major.wav.2b16kid9.s20

ID: 41837312

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	254,548
No. of clones	54