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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XC408424 - Great Spotted Woodpecker - Dendrocopos major.wav.2b0t5rp1.s11

ID: 41837538

Label: woodpecker

Sample length: 1s

XC83262 - Great Spotted Woodpecker - Dendrocopos major.wav.2b16ivhk.s1

ID: 41836809

Label: woodpecker

Sample length: 1s

XC365129 - Great Spotted Woodpecker - Dendrocopos major.wav.2b0t5o3e.s8

ID: 41837466

Label: woodpecker

Sample length: 1s

XC67288 - Great Spotted Woodpecker - Dendrocopos major.wav.2b16kic7.s5

ID: 41837280

Label: woodpecker

Sample length: 1s

924_2017_04_25_02_001_16kHz_upsampled_mono.wav.2b6cinq8

ID: 41836620

Label: noise_am

Sample length: 1s

1544_2017_04_25_02_001_16kHz_upsampled_mono.wav.2b6cjc5d

ID: 41836576

Label: noise_am

Sample length: 1s

474_2017_04_25_01_001_16kHz_upsampled_mono.wav.2b6b5hgp

ID: 41836770

Label: noise_am

Sample length: 1s

XC125679 - Black Woodpecker - Dryocopus martius.wav.2bdm9prq.s7

ID: 41836466

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	352,383
No. of clones	59