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.180

ID: 142382822

Label: mould

Sample length: 1s

good.281

ID: 142383928

Label: good

Sample length: 1s

good.459

ID: 142383775

Label: good

Sample length: 1s

good.41

ID: 142384113

Label: good

Sample length: 1s

good.808

ID: 142383492

Label: good

Sample length: 1s

good.440

ID: 142383798

Label: good

Sample length: 1s

good.913

ID: 142383408

Label: good

Sample length: 1s

mould.970

ID: 142382244

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	61,585
No. of clones	0