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_20240131000000_to_20240201234500

ID: 1304531055

Label: 1.1913775510204083, 1.1897755102040817, 1.1881734693877553, 1.1865714285714286, 1.1849693877551022, 1.1833673469387755, 1.1817653061224491, 1.1801632653061225, 1.178561224489796, 1.1769591836734694...

Sample length: 48h 0m 0s

F2470_20241222000000_to_20241223234500

ID: 1545589951

Label: 0.824, 0.823, 0.822, 0.821, 0.82, 0.819, 0.818, 0.817, 0.816, 0.815...

Sample length: 48h 0m 0s

F2470_20240627000000_to_20240628234500

ID: 1304531203

Label: 0.71, 0.711, 0.712, 0.713, 0.714, 0.709, 0.708, 0.707, 0.706, 0.705...

Sample length: 48h 0m 0s

F2470_20240301000000_to_20240302234500

ID: 1304531069

Label: 0.971, 0.976, 0.981, 0.987, 0.992, 0.998, 1.003, 1.008, 1.014, 1.018...

Sample length: 48h 0m 0s

F2470_20240216000000_to_20240217234500

ID: 1304531057

Label: 1.136, 1.135, 1.133, 1.131, 1.129, 1.127, 1.125, 1.123, 1.121, 1.119...

Sample length: 48h 0m 0s

F2470_20241212000000_to_20241213234500

ID: 1545589956

Label: 1.001, 1.0, 0.999, 0.998, 0.997, 0.995, 0.994, 0.993, 0.992, 0.991...

Sample length: 48h 0m 0s

F2470_20241202000000_to_20241203234500

ID: 1502827372

Label: 0.936, 0.935, 0.934, 0.933, 0.932, 0.931, 0.93, 0.929, 0.928, 0.926...

Sample length: 48h 0m 0s

F2470_20240208000000_to_20240209234500

ID: 1304531050

Label: 1.078, 1.094, 1.114, 1.143, 1.168, 1.195, 1.22, 1.247, 1.272, 1.296...

Sample length: 48h 0m 0s

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

View 6 other experiments

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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On any device

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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	39,316
No. of clones	2