Flood Monitoring Org / Flood Monitor +24Hr Public

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Flood Monitor +24Hr

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Data (223 samples)

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F2470_20240925000000_to_20240926234500

ID: 1304531285

Label: 0.751, 0.749, 0.753, 0.774, 0.777, 0.778, 0.779, 0.781, 0.783, 0.788...

Sample length: 48h 0m 0s

F2470_20240119000000_to_20240120234500

ID: 1304531022

Label: 0.768, 0.767, 0.766, 0.765, 0.764, 0.763, 0.762, 0.769, 0.77, 0.771...

Sample length: 48h 0m 0s

F2470_20240514000000_to_20240515234500

ID: 1304531169

Label: 0.749, 0.748, 0.747, 0.746, 0.745, 0.744, 0.743, 0.742, 0.741, 0.74...

Sample length: 48h 0m 0s

F2470_20241224000000_to_20241224101500

ID: 1545589953

Label: -

Sample length: 10h 30m 0s

F2470_20240808000000_to_20240809234500

ID: 1304531237

Label: 0.697, 0.698, 0.699, 0.7, 0.701, 0.702, 0.704, 0.706, 0.708, 0.71...

Sample length: 48h 0m 0s

F2470_20241005000000_to_20241006234500

ID: 1304531253

Label: 0.816, 0.815, 0.814, 0.813, 0.812, 0.811, 0.81, 0.809, 0.808, 0.807...

Sample length: 48h 0m 0s

F2470_20240424000000_to_20240425234500

ID: 1304531115

Label: 0.837, 0.836, 0.835, 0.834, 0.833, 0.832, 0.831, 0.83, 0.829, 0.828...

Sample length: 48h 0m 0s

F2470_20240725000000_to_20240726234500

ID: 1304531185

Label: 0.714, 0.715, 0.716, 0.717, 0.718, 0.713, 0.712, 0.711, 0.71, 0.709...

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	42,279
No. of clones	2