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.791

ID: 142382357

Label: mould

good.302

ID: 142383906

Label: good

mould.464

ID: 142382595

Label: mould

mould.160

ID: 142382837

Label: mould

mould.1426

ID: 142381965

Label: mould

mould.1142

ID: 142382141

Label: mould

mould.454

ID: 142382609

Label: mould

good.1176

ID: 142383192

Label: good

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

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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	89,617
No. of clones	0