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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XC113551 - Great Spotted Woodpecker - Dendrocopos major.wav.2b0t5lfp.s1

ID: 41837426

Label: woodpecker

Sample length: 1s

1458_2017_04_25_01_001_16kHz_upsampled_mono.wav.2b6b6b85

ID: 41836712

Label: noise_am

Sample length: 1s

XC448657 - Great Spotted Woodpecker - Dendrocopos major.wav.2b16jm69.s19

ID: 41837113

Label: woodpecker

Sample length: 1s

XC408424 - Great Spotted Woodpecker - Dendrocopos major.wav.2b0t5rp1.s9

ID: 41837548

Label: woodpecker

Sample length: 1s

XC461225 - Great Spotted Woodpecker - Dendrocopos major.wav.2b16jmhb.s14

ID: 41837151

Label: woodpecker

Sample length: 1s

XC67288 - Great Spotted Woodpecker - Dendrocopos major.wav.2b16kic7.s20

ID: 41837268

Label: woodpecker

Sample length: 1s

XC97412 - Great Spotted Woodpecker - Dendrocopos major.wav.2b16j1vk.s6

ID: 41836844

Label: woodpecker

Sample length: 1s

914_2017_04_25_02_001_16kHz_upsampled_mono.wav.2b6cinof

ID: 41836621

Label: noise_am

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	328,614
No. of clones	59