Flood Monitoring Org / Flood Monitor +24Hr Public

Target: Cortex-M4F 80MHz 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 +24Hr

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_20240929000000_to_20240930234500

ID: 1304531259

Label: 0.797, 0.796, 0.795, 0.794, 0.793, 0.792, 0.791, 0.79, 0.789, 0.788...

Sample length: 48h 0m 0s

F2470_20240414000000_to_20240415234500

ID: 1304531127

Label: 0.87, 0.871, 0.872, 0.88, 0.896, 0.902, 0.901, 0.9, 0.898, 0.897...

Sample length: 48h 0m 0s

F2470_20240901000000_to_20240902234500

ID: 1304531265

Label: 0.671, 0.672, 0.673, 0.674, 0.675, 0.676, 0.677, 0.678, 0.679, 0.68...

Sample length: 48h 0m 0s

F2470_20240412000000_to_20240413234500

ID: 1304531109

Label: 0.964, 0.963, 0.962, 0.961, 0.96, 0.959, 0.958, 0.957, 0.956, 0.955...

Sample length: 48h 0m 0s

F2470_20240711000000_to_20240712234500

ID: 1304531193

Label: 0.951, 0.95, 0.949, 0.948, 0.947, 0.946, 0.945, 0.944, 0.943, 0.942...

Sample length: 48h 0m 0s

F2470_20240701000000_to_20240702234500

ID: 1304531205

Label: 0.706, 0.707, 0.708, 0.705, 0.704, 0.703, 0.702, 0.701, 0.7, 0.699...

Sample length: 48h 0m 0s

F2470_20240915000000_to_20240916234500

ID: 1304531263

Label: 0.713, 0.712, 0.711, 0.71, 0.709, 0.708, 0.707, 0.706, 0.705, 0.704...

Sample length: 48h 0m 0s

F2470_20240303000000_to_20240304234500

ID: 1304531081

Label: 1.037, 1.036, 1.035, 1.034, 1.033, 1.031, 1.03, 1.029, 1.028, 1.026...

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

Run this model

Scan QR code or launch in browser

Launch in browser

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	49,515
No. of clones	2