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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XC536373 - Great Spotted Woodpecker - Dendrocopos major.wav.2b0t4pld.s17

ID: 41837384

Label: woodpecker

Sample length: 1s

1047_2017_04_25_01_001_16kHz_upsampled_mono.wav.2b6b5tar

ID: 41836752

Label: noise_am

Sample length: 1s

XC621570 - Great Spotted Woodpecker - Dendrocopos major.wav.2b16kid9.s15

ID: 41837315

Label: woodpecker

Sample length: 1s

XC344315 - Great Spotted Woodpecker - Dendrocopos major.wav.2b16jm4k.s16

ID: 41837087

Label: woodpecker

Sample length: 1s

XC314357 - Great Spotted Woodpecker - Dendrocopos major.wav.2b0t5op8.s6

ID: 41837515

Label: woodpecker

Sample length: 1s

1143_2017_04_25_02_001_16kHz_upsampled_mono.wav.2b6citk2

ID: 41836599

Label: noise_am

Sample length: 1s

XC97125 - Great Spotted Woodpecker - Dendrocopos major.wav.2b16j220.s7

ID: 41836866

Label: woodpecker

Sample length: 1s

XC197901 - Great Spotted Woodpecker - Dendrocopos major.wav.2b16jgme.s13

ID: 41837018

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

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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	380,233
No. of clones	60