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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XC84275 - Great Spotted Woodpecker - Dendrocopos major.wav.2b16j829.s5

ID: 41836942

Label: woodpecker

Sample length: 1s

XC96852 - Great Spotted Woodpecker - Dendrocopos major.wav.2b16j0s4.s2

ID: 41836813

Label: woodpecker

Sample length: 1s

589_2017_04_25_02_001_16kHz_upsampled_mono.wav.2b6cih0e

ID: 41836637

Label: noise_am

Sample length: 1s

1183_2017_04_25_01_001_16kHz_upsampled_mono.wav.2b6b61qm

ID: 41836740

Label: noise_am

Sample length: 1s

XC130412 - Great Spotted Woodpecker - Dendrocopos major.wav.2b16jbs8.s8

ID: 41836956

Label: woodpecker

Sample length: 1s

XC236468 - Great Spotted Woodpecker - Dendrocopos major.wav.2b0t5mqi.s3

ID: 41837433

Label: woodpecker

Sample length: 1s

XC212862 - Great Spotted Woodpecker - Dendrocopos major.wav.2b16jfg8.s3

ID: 41837001

Label: woodpecker

Sample length: 1s

XC67287 - Great Spotted Woodpecker - Dendrocopos major.wav.2b16ki99.s3

ID: 41837265

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

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	266,200
No. of clones	54