Flood Monitoring Org / Flood Monitor +4Hr Public

Target: Raspberry Pi 4 Clone this project

Welcome to Edge Impulse, the largest community of edge AI developers!
This is a public Edge Impulse project, use the navigation bar to see all data and models in this project; or clone to retrain or deploy to any edge device.

Flood Monitor +4Hr

About this project

This public Edge Impulse project does not have a README yet. Clone this project to add new data or retrain this project, or to deploy this project to a device.

Data (223 samples)

View all

F2470_20241126000000_to_20241127234500

ID: 1502827445

Label: 1.177, 1.174, 1.171, 1.169, 1.166, 1.163, 1.16, 1.157, 1.155, 1.151...

Sample length: 48h 0m 0s

F2470_20241025000000_to_20241026234500

ID: 1373834345

Label: 0.83, 0.829, 0.828, 0.827, 0.826, 0.825, 0.824, 0.823, 0.822, 0.821...

Sample length: 48h 0m 0s

F2470_20240802000000_to_20240803234500

ID: 1303879941

Label: 0.86, 0.859, 0.858, 0.857, 0.856, 0.855, 0.854, 0.853, 0.852, 0.851...

Sample length: 48h 0m 0s

F2470_20241102000000_to_20241103234500

ID: 1373834353

Label: 0.818, 0.817, 0.816, 0.815, 0.814, 0.813, 0.812, 0.811, 0.81, 0.809...

Sample length: 48h 0m 0s

F2470_20240422000000_to_20240423234500

ID: 1303879837

Label: 0.84, 0.841, 0.843, 0.844, 0.845, 0.847, 0.846, 0.848, 0.849, 0.852...

Sample length: 48h 0m 0s

F2470_20241007000000_to_20241008234500

ID: 1303880035

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_20241003000000_to_20241004234500

ID: 1303880033

Label: 1.072, 1.07, 1.068, 1.065, 1.062, 1.06, 1.058, 1.055, 1.053, 1.051...

Sample length: 48h 0m 0s

F2470_20240528000000_to_20240529234500

ID: 1303879885

Label: 0.859, 0.858, 0.857, 0.856, 0.855, 0.854, 0.853, 0.852, 0.85, 0.848...

Sample length: 48h 0m 0s

Model accuracy, 5400000 #2 (Unoptimized (float32))

View 2 other experiments

Validation set

Test set

98.4%

On-device performance (Raspberry Pi 4, Unoptimized (float32))

Latency

1 ms.

Flash usage

13.3K

Run this model

On any device

Clone project

Dataset summary

Data collected

10570h 30m 0s

Sensors

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

Labels

0 .. 2.59

Project info

Project ID	535119
License	BSD 3-Clause Clear
No. of views	15,125
No. of clones	1