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_20240921000000_to_20240922234500

ID: 1304531287

Label: 0.679, 0.68, 0.681, 0.682, 0.683, 0.684, 0.719, 0.739, 0.738, 0.731...

Sample length: 48h 0m 0s

F2470_20240228000000_to_20240229234500

ID: 1304531075

Label: 0.906, 0.907, 0.908, 0.909, 0.91, 0.911, 0.912, 0.913, 0.914, 0.915...

Sample length: 48h 0m 0s

F2470_20241007000000_to_20241008234500

ID: 1304531269

Label: 0.813, 0.812, 0.811, 0.81, 0.818, 0.822, 0.829, 0.835, 0.834, 0.8346666666666667...

Sample length: 48h 0m 0s

F2470_20240317000000_to_20240318234500

ID: 1304531073

Label: 1.0, 1.003, 1.004, 1.002, 0.999, 0.997, 0.995, 0.993, 0.991, 0.989...

Sample length: 48h 0m 0s

F2470_20240601000000_to_20240602234500

ID: 1304531147

Label: 0.812, 0.811, 0.81, 0.809, 0.808, 0.807, 0.806, 0.805, 0.804, 0.803...

Sample length: 48h 0m 0s

F2470_20240402000000_to_20240403234500

ID: 1304531097

Label: 0.875, 0.874, 0.873, 0.872, 0.871, 0.87, 0.877, 0.887, 0.892, 0.896...

Sample length: 48h 0m 0s

F2470_20240218000000_to_20240219234500

ID: 1304531044

Label: 1.252, 1.248, 1.245, 1.241, 1.238, 1.235, 1.232, 1.228, 1.225, 1.221...

Sample length: 48h 0m 0s

F2470_20240117000000_to_20240118234500

ID: 1304531008

Label: 0.806, 0.805, 0.804, 0.803, 0.802, 0.801, 0.8, 0.799, 0.798, 0.797...

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	28,936
No. of clones	1