arvindsa_nish / Solar sense Public

Target: Arduino UNO Q (Qualcomm QRB2210) Clone this project

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Solar sense

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Data (21 samples)

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clean.d10

ID: 2881929191

Label: clean

Sample length: 8h 54m 0s

alert.d16

ID: 2881929177

Label: alert

Sample length: 10h 57m 0s

soiled.d13

ID: 2881929207

Label: soiled

Sample length: 10h 56m 0s

alert.d08

ID: 2881929217

Label: alert

Sample length: 10h 54m 0s

clean.d02

ID: 2881929187

Label: clean

Sample length: 10h 18m 0s

clean.d00

ID: 2881929181

Label: clean

Sample length: 10h 58m 0s

alert.d20

ID: 2881929183

Label: alert

Sample length: 10h 51m 0s

Model accuracy (Unoptimized (float32))

Validation set

99.8%

Test set

On-device performance (Arduino UNO Q (Qualcomm QRB2210), Unoptimized (float32))

Latency

1 ms.

Flash usage

15.4K

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Dataset summary

Data collected

223h 28m 0s

Sensors

perf_ratio, i_control_a, i_test_a, uv_index, pm25, temp_c, rh_pct @ 0.016666666666666666Hz

Labels

alert, clean, soiled

Project info

Project ID	1000432
License	3-Clause BSD
No. of views	102
No. of clones	0