Supriya Nickam / Curated10secMFE Public

Target: Cortex-M4F 80MHz Clone this project

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Curated10secMFE

Audio

About this project

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Data (1,251 samples)

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Rose-ringed_Parakeet.25pkt2kc

ID: 34581505

Label: Rose-ringed_Parakeet

Sample length: 10s

_noise.25pkq416

ID: 34581953

Label: _noise

Sample length: 10s

_noise.25pkq63o

ID: 34581925

Label: _noise

Sample length: 10s

Asian_Koel.25pkrjut

ID: 34581711

Label: Asian_Koel

Sample length: 10s

Laughing_Kookaburra.25pkvdtg

ID: 34581198

Label: Laughing_Kookaburra

Sample length: 10s

Laughing_Kookaburra.25pkvt95

ID: 34581106

Label: Laughing_Kookaburra

Sample length: 10s

Rose-ringed_Parakeet.25pksjrq

ID: 34581597

Label: Rose-ringed_Parakeet

Sample length: 10s

Laughing_Kookaburra.25pkvqb9

ID: 34581120

Label: Laughing_Kookaburra

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

On any device

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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	98,832
No. of clones	55