Manivannan / Shower Humidity Detection Public

Target: Arduino UNO Q (Qualcomm QRB2210) 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.

Shower Humidity Detection

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 (139 samples)

View all

Shower-Off-Extractor-Fan-On.6o6373a5.s7

ID: 2856905677

Label: Shower-Off-Extractor-Fan-On

Sample length: 3s

Shower-Off-Extractor-Fan-Off.6o64365s.s6

ID: 2856905535

Label: Shower-Off-Extractor-Fan-Off

Sample length: 3s

Shower-ON-Extractor-Fan-On.6o633ge2.s11

ID: 2856907245

Label: Shower-ON-Extractor-Fan-On

Sample length: 3s

Shower-ON-Extractor-Fan-Off.6o62slef.s1

ID: 2856905832

Label: Shower-ON-Extractor-Fan-Off

Sample length: 3s

Shower-Off-Extractor-Fan-Off.6o64365s.s9

ID: 2856905538

Label: Shower-Off-Extractor-Fan-Off

Sample length: 3s

Shower-ON-Extractor-Fan-On.6o630qdc.s13

ID: 2856908319

Label: Shower-ON-Extractor-Fan-On

Sample length: 3s

Shower-Off-Extractor-Fan-Off.6o64365s.s21

ID: 2856905554

Label: Shower-Off-Extractor-Fan-Off

Sample length: 3s

Shower-ON-Extractor-Fan-Off.6o62lmdb.s4

ID: 2856905719

Label: Shower-ON-Extractor-Fan-Off

Sample length: 3s

Model accuracy (Unoptimized (float32))

Validation set

100.0%

Test set

100.0%

On-device performance (Arduino UNO Q (Qualcomm QRB2210), Unoptimized (float32))

Latency

4 ms.

Flash usage

59.7K

Run this model

On any device

Clone project

Dataset summary

Data collected

7m 24s

Sensor

audio @ 16KHz

Labels

Shower-Off-Extractor-Fan-Off, Shower-Off-Extractor-Fan-On, Shower-ON-Extractor-Fan-Off, Shower-ON-Extractor-Fan-On

Project info

Project ID	982849
License	3-Clause BSD
No. of views	78
No. of clones	0