Dhruv Sheth / Environmental-sensing-Anomaly-detection Public

Target: Cortex-M4F 80MHz 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.

Environmental-sensing-Anomaly-detection

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 (58 samples)

View all

normal.json.1t3efmpc

ID: 8342995

Label: normal

Sample length: 5s

normal.json.1t3eaqe2

ID: 8343010

Label: normal

Sample length: 5s

normal.json.1t3eeec6

ID: 8343003

Label: normal

Sample length: 5s

normal.json.1t3eb3u0

ID: 8343008

Label: normal

Sample length: 5s

normal.json.1t3cuvlc

ID: 8343027

Label: normal

Sample length: 5s

normal.json.1t3ee49m

ID: 8343004

Label: normal

Sample length: 5s

normal.json.1t3e9otm

ID: 8343014

Label: normal

Sample length: 5s

normal.json.1t3e3oh1

ID: 8343020

Label: normal

Sample length: 5s

Model accuracy (Unoptimized (float32))

Validation set

Test set

On-device performance (Cortex-M4F 80MHz, Unoptimized (float32))

Latency

Flash usage

Run this model

On any device

Clone project

Dataset summary

Data collected

4m 59s

Sensors

temp, humid, pressure @ 19Hz

Labels

normal

Project info

Project ID	16818
Project version	1
License	No license attached
No. of views	25,439
No. of clones	16