Supriya Nickam / Curated10secMFE Public

Target: Cortex-M4F 80MHz 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.

Curated10secMFE

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 (1,251 samples)

View all

Asian_Koel.25pkr451

ID: 34581810

Label: Asian_Koel

Sample length: 10s

Rose-ringed_Parakeet.25pkskb1

ID: 34581595

Label: Rose-ringed_Parakeet

Sample length: 10s

Laughing_Kookaburra.25pkvsf1

ID: 34581107

Label: Laughing_Kookaburra

Sample length: 10s

Asian_Koel.25pkrova

ID: 34581680

Label: Asian_Koel

Sample length: 10s

Square_Tailed_Drongo.25pkuc9u

ID: 34581330

Label: Square_Tailed_Drongo

Sample length: 10s

Rose-ringed_Parakeet.25pkt76g

ID: 34581475

Label: Rose-ringed_Parakeet

Sample length: 10s

Rose-ringed_Parakeet.25pkt5u4

ID: 34581486

Label: Rose-ringed_Parakeet

Sample length: 10s

Laughing_Kookaburra.25pl05gb

ID: 34581054

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

Clone project

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	104,633
No. of clones	55