ira2laefsky / Old Bird Public

Target: Arduino Portenta H7 (Cortex-M7 480MHz) 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.

Old Bird

Keyword spotting

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 (428 samples)

View all

_unknown.2nuten3c

ID: 68339812

Label: unknown

Sample length: 1s

_unknown.2nutenja

ID: 68339766

Label: unknown

Sample length: 1s

_unknown.2nutendo

ID: 68339786

Label: unknown

Sample length: 1s

water.wav.2nute2s4

ID: 68340109

Label: water

Sample length: 1s

_unknown.2nutem28

ID: 68339916

Label: unknown

Sample length: 1s

_unknown.2nutena1

ID: 68339787

Label: unknown

Sample length: 1s

_unknown.2nutena6

ID: 68339793

Label: unknown

Sample length: 1s

_background.2nutel4h

ID: 68339940

Label: noise

Sample length: 1s

Model accuracy (Unoptimized (float32))

Validation set

98.3%

Test set

95.8%

On-device performance (Arduino Portenta H7 (Cortex-M7 480MHz), Quantized (int8))

Latency

132 ms.

Peak RAM usage

45.0K

Flash usage

122.7K

Run this model

On any device

Clone project

Dataset summary

Data collected

7m 8s

Sensor

audio @ 16KHz

Labels

noise, unknown, water

Project info

Project ID	73883
Project version	1
License	No license attached
No. of views	10,381
No. of clones	1