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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good.74

ID: 142384090

Label: good

Sample length: 1s

mould.1055

ID: 142382188

Label: mould

Sample length: 1s

good.1002

ID: 142383337

Label: good

Sample length: 1s

good.1333

ID: 142383075

Label: good

Sample length: 1s

good.1494

ID: 142382959

Label: good

Sample length: 1s

good.993

ID: 142383341

Label: good

Sample length: 1s

good.1134

ID: 142383226

Label: good

Sample length: 1s

good.446

ID: 142383791

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	44,399
No. of clones	0