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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Rose-ringed_Parakeet.25pksrve

ID: 34581547

Label: Rose-ringed_Parakeet

Sample length: 10s

Rose-ringed_Parakeet.25pksnp5

ID: 34581573

Label: Rose-ringed_Parakeet

Sample length: 10s

Laughing_Kookaburra.25pl0143

ID: 34581080

Label: Laughing_Kookaburra

Sample length: 10s

Square_Tailed_Drongo.25pkucfo

ID: 34581328

Label: Square_Tailed_Drongo

Sample length: 10s

_noise.25pkqeqm

ID: 34581863

Label: _noise

Sample length: 10s

Rose-ringed_Parakeet.25pksttb

ID: 34581534

Label: Rose-ringed_Parakeet

Sample length: 10s

Square_Tailed_Drongo.25pktv2d

ID: 34581412

Label: Square_Tailed_Drongo

Sample length: 10s

_noise.25pkq0cm

ID: 34581997

Label: _noise

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	77,291
No. of clones	52