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

noise.4pp9ckqa

ID: 894176692

Label: noise

Sample length: 10s

metal.4pp9movd

ID: 894176686

Label: metal

Sample length: 10s

glass.4pp9ft9q

ID: 894176690

Label: glass

Sample length: 10s

cardboard.4ppgtuan

ID: 894176675

Label: cardboard

Sample length: 10s

cardboard.4ppgqn3i

ID: 894176681

Label: cardboard

Sample length: 10s

glass.4pp7qsbt

ID: 894176704

Label: glass

Sample length: 5s

cardboard.4ppgti1v

ID: 894176676

Label: cardboard

Sample length: 10s

metal.4pp8mpm0

ID: 894176695

Label: metal

Sample length: 30s

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

Scan QR code or launch in browser

Launch in browser

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	6,282
No. of clones	2