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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1524_2017_04_25_02_001_16kHz_upsampled_mono.wav.2b6cjbl3

ID: 41836578

Label: noise_am

Sample length: 1s

XC531879 - Great Spotted Woodpecker - Dendrocopos major.wav.2b0t5tkg.s5

ID: 41837571

Label: woodpecker

Sample length: 1s

XC461225 - Great Spotted Woodpecker - Dendrocopos major.wav.2b16jmhb.s51

ID: 41837126

Label: woodpecker

Sample length: 1s

XC621570 - Great Spotted Woodpecker - Dendrocopos major.wav.2b16kid9.s7

ID: 41837322

Label: woodpecker

Sample length: 1s

XC344315 - Great Spotted Woodpecker - Dendrocopos major.wav.2b16jm4k.s20

ID: 41837084

Label: woodpecker

Sample length: 1s

XC638124 - Great Spotted Woodpecker - Dendrocopos major.wav.2b16jlfa.s3

ID: 41837048

Label: woodpecker

Sample length: 1s

XC365129 - Great Spotted Woodpecker - Dendrocopos major.wav.2b0t5o3e.s7

ID: 41837467

Label: woodpecker

Sample length: 1s

1507_2017_04_25_02_001_16kHz_upsampled_mono.wav.2b6cjb9m

ID: 41836581

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

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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	370,179
No. of clones	60