Kosmas Deligkaris / FrogAI-FirstTest Public

Target: Sony Spresense (Cortex-M4F 156MHz) Clone this project

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FrogAI-FirstTest

Keyword spotting

About this project

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Data (60 samples)

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Cane toad - Australia.6fr9fij1

ID: 2545951117

Label: Cane toad

Sample length: 3s

Cane toad.6fr74bu1

ID: 2545927953

Label: Cane toad

Sample length: 3s

Bull frog - Ueda.6fr7pq1h

ID: 2545939255

Label: Bullfrog

Sample length: 3s

Cane toad.6fr7e3bn

ID: 2545938204

Label: Cane toad

Sample length: 3s

Office silence.6fr99186

ID: 2545950715

Label: Office silence

Sample length: 3s

Bull frog - Ueda.6fr7h6el

ID: 2545938480

Label: Bullfrog

Sample length: 3s

Polypedates.6frbjv97.s1

ID: 2545956043

Label: Polypedates

Sample length: 3s

Office silence.6fr98bon

ID: 2545950708

Label: Office silence

Sample length: 3s

Model accuracy (Unoptimized (float32))

Validation set

57.5%

Test set

On-device performance (Sony Spresense (Cortex-M4F 156MHz), Quantized (int8))

Latency

351 ms.

Peak RAM usage

35.7K

Flash usage

423.2K

Run this model

On any device

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Dataset summary

Data collected

3m 0s

Sensor

audio @ 48KHz

Labels

Bullfrog, Cane toad, Office silence, Polypedates

Project info

Project ID	733069
License	3-Clause BSD
No. of views	959
No. of clones	3