Supriya Nickam / Curated10secMFE Public

Target: Cortex-M4F 80MHz Clone this project

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Curated10secMFE

Audio

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Data (1,251 samples)

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Asian_Koel.25pkrtne

ID: 34581648

Label: Asian_Koel

Sample length: 10s

_noise.25pkqdri

ID: 34581864

Label: _noise

Sample length: 10s

Laughing_Kookaburra.25pkvvl9

ID: 34581087

Label: Laughing_Kookaburra

Sample length: 10s

_noise.25pkpnfk

ID: 34582064

Label: _noise

Sample length: 10s

Asian_Koel.25pkrk4c

ID: 34581710

Label: Asian_Koel

Sample length: 10s

Laughing_Kookaburra.25pkvc8f

ID: 34581213

Label: Laughing_Kookaburra

Sample length: 10s

Laughing_Kookaburra.25pkvqle

ID: 34581122

Label: Laughing_Kookaburra

Sample length: 10s

Asian_Koel.25pkra9t

ID: 34581773

Label: Asian_Koel

Sample length: 10s

Model accuracy (Unoptimized (float32))

Validation set

96.1%

Test set

92.1%

On-device performance (Cortex-M4F 80MHz, Quantized (int8))

Latency

648 ms.

Peak RAM usage

76.0K

Flash usage

34.9K

Run this model

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Dataset summary

Data collected

3h 30m 13s

Sensor

audio @ 16KHz

Labels

Asian_Koel, Laughing_Kookaburra, _noise, Rose-ringed_Parakeet, Square_Tailed_Drongo

Project info

Project ID	32096
Project version	1
License	No license attached
No. of views	108,106
No. of clones	55