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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A8-sz-lm3r1_f3-0s.wav.2b3qr6s4.wav.2bdgqd4m

ID: 41836527

Label: noise_general

Sample length: 21s

161_2017_04_25_01_001_16kHz_upsampled_mono.wav.2b6b5d04

ID: 41836793

Label: noise_am

Sample length: 1s

XC130400 - Great Spotted Woodpecker - Dendrocopos major.wav.2b16j8jt.s5

ID: 41836953

Label: woodpecker

Sample length: 1s

XC466890 - Great Spotted Woodpecker - Dendrocopos major.wav.2b16jmnr.s33

ID: 41837165

Label: woodpecker

Sample length: 1s

XC461225 - Great Spotted Woodpecker - Dendrocopos major.wav.2b16jmhb.s8

ID: 41837157

Label: woodpecker

Sample length: 1s

XC153213 - Great Spotted Woodpecker - Dendrocopos major.wav.2b16kinc.s14

ID: 41837348

Label: woodpecker

Sample length: 1s

1498_2017_04_25_01_001_16kHz_upsampled_mono.wav.2b6b6c7f

ID: 41836708

Label: noise_am

Sample length: 1s

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

ID: 41837140

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	344,938
No. of clones	59