Naveen / Running_Faucet_Blues_Wireless 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.

Running_Faucet_Blues_Wireless

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 (64 samples)

View all

noise.12uv593lj

ID: 147123412

Label: noise

Sample length: 1m 0s

faucet.3gg6q5pl

ID: 147123377

Label: faucet

Sample length: 20s

noise.37e200dg

ID: 147123383

Label: noise

Sample length: 20s

noise.37e1ukjs

ID: 147123384

Label: noise

Sample length: 20s

faucet.37e0g38s

ID: 147123393

Label: faucet

Sample length: 20s

faucet.37driul3

ID: 147123400

Label: faucet

Sample length: 20s

noise.15v23ir0c

ID: 147123410

Label: noise

Sample length: 1s

faucet.37e0einl

ID: 147123390

Label: faucet

Sample length: 20s

Model accuracy (Unoptimized (float32))

Validation set

100.0%

Test set

95.1%

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

Latency

266 ms.

Peak RAM usage

14.8K

Flash usage

68.1K

Run this model

On any device

Clone project

Dataset summary

Data collected

31m 25s

Sensor

audio @ 16KHz

Labels

faucet, noise

Project info

Project ID	119084
Project version	1
License	Apache 2.0
No. of views	22,248
No. of clones	15