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_20241124000000_to_20241125234500

ID: 1502827446

Label: 1.538, 1.547, 1.556, 1.562, 1.573, 1.585, 1.592, 1.62, 1.651, 1.665...

Sample length: 48h 0m 0s

F2470_20240408000000_to_20240409234500

ID: 1303879821

Label: 1.064, 1.065, 1.067, 1.069, 1.072, 1.076, 1.08, 1.084, 1.089, 1.094...

Sample length: 48h 0m 0s

F2470_20240925000000_to_20240926234500

ID: 1303880026

Label: 0.702, 0.701, 0.7, 0.699, 0.698, 0.697, 0.696, 0.695, 0.694, 0.693...

Sample length: 48h 0m 0s

F2470_20240210000000_to_20240211234500

ID: 1303879771

Label: 1.719, 1.721, 1.722, 1.725, 1.728, 1.73, 1.732, 1.735, 1.737, 1.739...

Sample length: 48h 0m 0s

F2470_20240524000000_to_20240525234500

ID: 1303879889

Label: 0.878, 0.877, 0.876, 0.875, 0.874, 0.872, 0.871, 0.87, 0.869, 0.868...

Sample length: 48h 0m 0s

F2470_20240713000000_to_20240714234500

ID: 1303879933

Label: 0.852, 0.851, 0.85, 0.849, 0.848, 0.847, 0.846, 0.845, 0.844, 0.843...

Sample length: 48h 0m 0s

F2470_20240830000000_to_20240831234500

ID: 1303879983

Label: 0.683, 0.684, 0.685, 0.686, 0.6839130434782609, 0.6838260869565218, 0.6837391304347826, 0.6836521739130436, 0.6835652173913044, 0.6834782608695653...

Sample length: 48h 0m 0s

F2470_20240715000000_to_20240716234500

ID: 1303879971

Label: 0.85, 0.851, 0.852, 0.853, 0.854, 0.855, 0.856, 0.857, 0.858, 0.859...

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	21,634
No. of clones	1