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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XC96857 - Great Spotted Woodpecker - Dendrocopos major.wav.2b16kg04.s2

ID: 41837199

Label: woodpecker

Sample length: 1s

XC519996 - Great Spotted Woodpecker - Dendrocopos major.wav.2b16jj0h.s9

ID: 41837026

Label: woodpecker

Sample length: 1s

693_2017_04_25_02_001_16kHz_upsampled_mono.wav.2b6ciitp

ID: 41836634

Label: noise_am

Sample length: 1s

XC128358 - Great Spotted Woodpecker - Dendrocopos major.wav.2b0t5o8d.s19

ID: 41837476

Label: woodpecker

Sample length: 1s

XC461225 - Great Spotted Woodpecker - Dendrocopos major.wav.2b16jmhb.s36

ID: 41837140

Label: woodpecker

Sample length: 1s

1552_2017_04_25_02_001_16kHz_upsampled_mono.wav.2b6cjddv

ID: 41836575

Label: noise_am

Sample length: 1s

XC148446 - Great Spotted Woodpecker - Dendrocopos major.wav.2b0t5p1l.s9

ID: 41837520

Label: woodpecker

Sample length: 1s

XC408721 - Great Spotted Woodpecker - Dendrocopos major.wav.2b0t5na4.s1

ID: 41837446

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	261,543
No. of clones	54