Kosmas Deligkaris / FrogAI-FirstTest Public

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

Welcome to Edge Impulse, the largest community of edge AI developers!
This is a public Edge Impulse project, use the navigation bar to see all data and models in this project; or clone to retrain or deploy to any edge device.

FrogAI-FirstTest

Audio

About this project

This public Edge Impulse project does not have a README yet. Clone this project to add new data or retrain this project, or to deploy this project to a device.

Data (60 samples)

View all

Cane toad - Australia.6fr9cukf

ID: 2545950834

Label: Cane toad

Sample length: 3s

Polypedates - Ueda.6fr831qs.s1

ID: 2545941408

Label: Polypedates

Sample length: 3s

Office silence.6fr99186

ID: 2545950715

Label: Office silence

Sample length: 3s

Bull frog - Ueda.6fr7jhb7

ID: 2545938687

Label: Bullfrog

Sample length: 3s

Bull frog - Ueda.6fr7i14k

ID: 2545938566

Label: Bullfrog

Sample length: 3s

Cane toad - Australia.6fr9dqbh

ID: 2545950865

Label: Cane toad

Sample length: 3s

Polypedates - Ueda.6fr8u9ot.s1

ID: 2545949942

Label: Polypedates

Sample length: 3s

Polypedates - Ueda.6fr8052g

ID: 2545940090

Label: Polypedates

Sample length: 3s

Model accuracy (Unoptimized (float32))

Validation set

87.5%

Test set

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

Latency

1050 ms.

Peak RAM usage

62.1K

Flash usage

473.4K

Run this model

On any device

Clone project

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	145
No. of clones	0