Cumhur Erkut / Mubarik-project-1 Public

Target: Arduino Nano 33 BLE Sense (Cortex-M4F 64MHz) 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.

Mubarik-project-1

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 (49 samples)

View all

cardboard.4ppgqn3i

ID: 894176681

Label: cardboard

Sample length: 10s

metal.4pp9movd

ID: 894176686

Label: metal

Sample length: 10s

unknown.4ps63qdu

ID: 894183911

Label: unknown

Sample length: 1s

cardboard.4ppgsa7d

ID: 894176678

Label: cardboard

Sample length: 10s

cardboard.4ppgt5at

ID: 894176677

Label: cardboard

Sample length: 10s

glass.4pp9ho38

ID: 894176688

Label: glass

Sample length: 10s

metal.4pp81ro3

ID: 894176697

Label: metal

Sample length: 30s

glass.4pp9gll7

ID: 894176689

Label: glass

Sample length: 10s

Model accuracy (Unoptimized (float32))

Validation set

95.9%

Test set

On-device performance (Arduino Nano 33 BLE Sense (Cortex-M4F 64MHz), Quantized (int8))

Latency

1204 ms.

Peak RAM usage

38.2K

Flash usage

36.5K

Run this model

On any device

Clone project

Dataset summary

Data collected

11m 41s

Sensor

audio @ 16KHz

Labels

cardboard, cer_MPB14, glass, metal, noise, unknown

Project info

Project ID	371147
License	Apache 2.0
No. of views	6,096
No. of clones	2