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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XC648775 - Black Woodpecker - Dryocopus martius.wav.2bdm9pr7.s3

ID: 41836488

Label: woodpecker

Sample length: 1s

1072_2017_04_25_01_001_16kHz_upsampled_mono.wav.2b6b5uoa

ID: 41836744

Label: noise_am

Sample length: 1s

XC387477 - Great Spotted Woodpecker - Dendrocopos major.wav.2b0t4pjr.s10

ID: 41837414

Label: woodpecker

Sample length: 1s

XC98147 - Great Spotted Woodpecker - Dendrocopos major.wav.2b16j6dk.s6

ID: 41836923

Label: woodpecker

Sample length: 1s

XC314357 - Great Spotted Woodpecker - Dendrocopos major.wav.2b0t5op8.s10

ID: 41837512

Label: woodpecker

Sample length: 1s

161_2017_04_25_01_001_16kHz_upsampled_mono.wav.2b6b5d04

ID: 41836793

Label: noise_am

Sample length: 1s

XC67288 - Great Spotted Woodpecker - Dendrocopos major.wav.2b16kic7.s2

ID: 41837282

Label: woodpecker

Sample length: 1s

XC387477 - Great Spotted Woodpecker - Dendrocopos major.wav.2b0t4pjr.s14

ID: 41837405

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	323,200
No. of clones	57