Flood Monitoring Org / Flood Monitor +24Hr Public

Target: Cortex-M4F 80MHz Clone this project

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Flood Monitor +24Hr

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Data (223 samples)

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F2470_20241110000000_to_20241111234500

ID: 1373839965

Label: 0.746, 0.747, 0.745, 0.744, 0.743, 0.742, 0.741, 0.74, 0.739, 0.738...

Sample length: 48h 0m 0s

F2470_20240731000000_to_20240801234500

ID: 1304531229

Label: 0.688, 0.689, 0.69, 0.691, 0.692, 0.694, 0.696, 0.703, 0.744, 0.753...

Sample length: 48h 0m 0s

F2470_20241009000000_to_20241010234500

ID: 1304531281

Label: 1.607, 1.606, 1.605, 1.602, 1.599, 1.598, 1.594, 1.593, 1.591, 1.588...

Sample length: 48h 0m 0s

F2470_20240321000000_to_20240322234500

ID: 1304531089

Label: 0.96, 0.962, 0.964, 0.968, 0.971, 0.974, 0.975, 0.973, 0.972, 0.969...

Sample length: 48h 0m 0s

F2470_20241208000000_to_20241209234500

ID: 1502827367

Label: 2.187, 2.185, 2.184, 2.181, 2.18, 2.178, 2.175, 2.172, 2.169, 2.167...

Sample length: 48h 0m 0s

F2470_20240103000000_to_20240104234500

ID: 1304531006

Label: 1.99, 1.976, 1.961, 1.947, 1.933, 1.921, 1.908, 1.896, 1.884, 1.871...

Sample length: 48h 0m 0s

F2470_20240913000000_to_20240914234500

ID: 1304531271

Label: 0.682, 0.681, 0.683, 0.684, 0.68, 0.679, 0.686, 0.698, 0.712, 0.72...

Sample length: 48h 0m 0s

F2470_20241204000000_to_20241205234500

ID: 1502827373

Label: 0.855, 0.856, 0.857, 0.858, 0.861, 0.86, 0.862, 0.863, 0.864, 0.865...

Sample length: 48h 0m 0s

Model accuracy, No Rainfall (split by year) (Unoptimized (float32))

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Validation set

Test set

78.7%

On-device performance (Cortex-M4F 80MHz, Quantized (int8))

Latency

2 ms.

Peak RAM usage

1.3K

Flash usage

12.8K

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Dataset summary

Data collected

10570h 30m 0s

Sensors

059793, F2470, L2471, L2472, L2478, season @ 0Hz

Labels

0 .. 2.59

Project info

Project ID	535081
License	BSD 3-Clause Clear
No. of views	35,938
No. of clones	2