Mateusz / Plant State Classifier Public

Target: Nordic nRF5340 DK (Cortex-M33 128MHz) Clone this project

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Plant State Classifier

About this project

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Data (2,835 samples)

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mould.1247

ID: 142382085

Label: mould

Sample length: 1s

good.1199

ID: 142383174

Label: good

Sample length: 1s

good.212

ID: 142383982

Label: good

Sample length: 1s

good.468

ID: 142383773

Label: good

Sample length: 1s

good.542

ID: 142383706

Label: good

Sample length: 1s

good.442

ID: 142383799

Label: good

Sample length: 1s

mould.875

ID: 142382308

Label: mould

Sample length: 1s

good.787

ID: 142383511

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

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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	56,346
No. of clones	0