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_20241116000000_to_20241117234500

ID: 1415242967

Label: 0.744, 0.745, 0.746, 0.743, 0.742, 0.741, 0.74, 0.739, 0.738, 0.737...

Sample length: 48h 0m 0s

F2470_20240520000000_to_20240521234500

ID: 1304531163

Label: 0.727, 0.726, 0.728, 0.729, 0.73, 0.731, 0.732, 0.735, 0.743, 0.755...

Sample length: 48h 0m 0s

F2470_20240319000000_to_20240320234500

ID: 1304531085

Label: 0.856, 0.855, 0.854, 0.853, 0.852, 0.851, 0.85, 0.849, 0.857, 0.858...

Sample length: 48h 0m 0s

F2470_20240927000000_to_20240928234500

ID: 1304531299

Label: 1.191, 1.185, 1.18, 1.174, 1.17, 1.164, 1.159, 1.154, 1.149, 1.144...

Sample length: 48h 0m 0s

F2470_20240129000000_to_20240130234500

ID: 1304531038

Label: 2.251, 2.258, 2.264, 2.271, 2.277, 2.283, 2.288, 2.294, 2.299, 2.303...

Sample length: 48h 0m 0s

F2470_20240703000000_to_20240704234500

ID: 1304531189

Label: 0.734, 0.735, 0.736, 0.737, 0.738, 0.739, 0.74, 0.741, 0.742, 0.743...

Sample length: 48h 0m 0s

F2470_20240107000000_to_20240108234500

ID: 1304531030

Label: 1.032, 1.031, 1.03, 1.029, 1.028, 1.027, 1.026, 1.025, 1.024, 1.023...

Sample length: 48h 0m 0s

F2470_20240522000000_to_20240523234500

ID: 1304531179

Label: 0.995, 0.998, 1.001, 1.006, 1.01, 1.012, 1.014, 1.015, 1.017, 1.019...

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 @ 0.0011111111111111111Hz

Labels

0 .. 2.59

Project info

Project ID	535081
License	BSD 3-Clause Clear
No. of views	45,232
No. of clones	2