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.6fr7a2fb

ID: 2545937988

Label: Cane toad

Sample length: 3s

Polypedates - Ueda.6fr8052g

ID: 2545940090

Label: Polypedates

Sample length: 3s

Polypedates - Ueda.6fr87tgl.s1

ID: 2545949687

Label: Polypedates

Sample length: 3s

Cane toad.6fr7b0io

ID: 2545938037

Label: Cane toad

Sample length: 3s

Polypedates.6frbjv97.s1

ID: 2545956043

Label: Polypedates

Sample length: 3s

Cane toad - Australia.6fr9dqbh

ID: 2545950865

Label: Cane toad

Sample length: 3s

Cane toad.6fr7cgh1

ID: 2545938113

Label: Cane toad

Sample length: 3s

Office silence.6fr97lp3

ID: 2545950695

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	743
No. of clones	3