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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103_2017_04_25_01_001_16kHz_upsampled_mono.wav.2b6b5c8n

ID: 41836799

Label: noise_am

Sample length: 1s

1227_2017_04_25_02_001_16kHz_upsampled_mono.wav.2b6civnp

ID: 41836595

Label: noise_am

Sample length: 1s

225_2017_04_25_02_001_16kHz_upsampled_mono.wav.2b6cib4i

ID: 41836667

Label: noise_am

Sample length: 1s

XC67289 - Great Spotted Woodpecker - Dendrocopos major.wav.2b16j1pp.s7

ID: 41836838

Label: woodpecker

Sample length: 1s

120_2017_04_25_01_001_16kHz_upsampled_mono.wav.2b6b5ceu

ID: 41836800

Label: noise_am

Sample length: 1s

XC524572 - Great Spotted Woodpecker - Dendrocopos major.wav.2b0t4pht.s8

ID: 41837369

Label: woodpecker

Sample length: 1s

1277_2017_04_25_02_001_16kHz_upsampled_mono.wav.2b6cj14e

ID: 41836590

Label: noise_am

Sample length: 1s

XC148528 - Great Spotted Woodpecker - Dendrocopos major.wav.2b0t5mng.s1

ID: 41837430

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

Clone project

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	289,580
No. of clones	57