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.981

ID: 142382240

Label: mould

Sample length: 1s

good.1428

ID: 142383006

Label: good

Sample length: 1s

mould.686

ID: 142382442

Label: mould

Sample length: 1s

good.1268

ID: 142383120

Label: good

Sample length: 1s

good.1341

ID: 142383066

Label: good

Sample length: 1s

good.1119

ID: 142383233

Label: good

Sample length: 1s

good.1226

ID: 142383146

Label: good

Sample length: 1s

mould.448

ID: 142382610

Label: mould

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	64,964
No. of clones	0