Mateusz / Plant State Classifier Public

Target: Nordic nRF5340 DK (Cortex-M33 128MHz) 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.

Plant State Classifier

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 (2,835 samples)

View all

good.427

ID: 142383808

Label: good

Sample length: 1s

good.1432

ID: 142382999

Label: good

Sample length: 1s

good.651

ID: 142383617

Label: good

Sample length: 1s

good.1182

ID: 142383184

Label: good

Sample length: 1s

mould.1334

ID: 142382021

Label: mould

Sample length: 1s

good.1349

ID: 142383059

Label: good

Sample length: 1s

good.919

ID: 142383403

Label: good

Sample length: 1s

good.1372

ID: 142383040

Label: good

Sample length: 1s

Model accuracy (Unoptimized (float32))

Validation set

100.0%

Test set

92.0%

On-device performance (Nordic nRF5340 DK (Cortex-M33 128MHz), Unoptimized (float32))

Latency

1 ms.

Peak RAM usage

2.1K

Flash usage

15.4K

Run this model

On any device

Clone project

Dataset summary

Data collected

47m 15s

Sensors

temperature, pressure, humidity, gas @ 1Hz

Labels

good, mould

Project info

Project ID	148469
Project version	1
License	Apache 2.0
No. of views	54,911
No. of clones	0