zhiyu Cao / test2 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.

test2

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 (94 samples)

View all

noise.5o628ilm

ID: 1785659810

Label: noise

Sample length: 10s

noise.5nmhqa2e

ID: 1774908403

Label: noise

Sample length: 10s

water flow.5mjoqu3a

ID: 1746540232

Label: water flow

Sample length: 20s

water flow.5o61fvvg

ID: 1785650897

Label: water flow

Sample length: 10s

water flow.5mpkfnoc

ID: 1746540241

Label: water flow

Sample length: 20s

water flow.5o6b9741

ID: 1785705715

Label: water flow

Sample length: 20s

noise.5nmhlasg

ID: 1774906656

Label: noise

Sample length: 10s

noise.5nt5kece

ID: 1780828186

Label: noise

Sample length: 10s

Model accuracy (Unoptimized (float32))

Validation set

99.7%

Test set

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

Latency

260 ms.

Peak RAM usage

19.8K

Flash usage

32.7K

Run this model

On any device

Clone project

Dataset summary

Data collected

18m 13s

Sensor

audio @ 16KHz

Labels

noise, water flow

Project info

Project ID	651744
License	3-Clause BSD
No. of views	538
No. of clones	0