Flood Monitoring Org / Flood Monitor +8Hr 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 +8Hr

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 (227 samples)

View all

F2470_20240907000000_to_20240908234500

ID: 1304609901

Label: 0.678, 0.679, 0.68, 0.681, 0.6799259259259259, 0.6798518518518519, 0.6797777777777778, 0.6797037037037037, 0.6796296296296297, 0.6795555555555556...

Sample length: 48h 0m 0s

F2470_20240810000000_to_20240811234500

ID: 1304609890

Label: 0.696, 0.695, 0.694, 0.693, 0.692, 0.691, 0.69, 0.689, 0.688, 0.687...

Sample length: 48h 0m 0s

F2470_20240923000000_to_20240924234500

ID: 1304609923

Label: 0.882, 0.87, 0.86, 0.85, 0.839, 0.83, 0.824, 0.819, 0.816, 0.812...

Sample length: 48h 0m 0s

F2470_20240822000000_to_20240823234500

ID: 1304609911

Label: 0.675, 0.676, 0.674, 0.681, 0.687, 0.691, 0.69, 0.689, 0.702, 0.736...

Sample length: 48h 0m 0s

F2470_20240212000000_to_20240213234500

ID: 1304609527

Label: 2.203, 2.179, 2.154, 2.129, 2.105, 2.082, 2.061, 2.039, 2.019, 2.014...

Sample length: 48h 0m 0s

F2470_20241220000000_to_20241221234500

ID: 1545589928

Label: 0.855, 0.854, 0.853, 0.852, 0.851, 0.85, 0.849, 0.848, 0.847, 0.846...

Sample length: 48h 0m 0s

F2470_20240721000000_to_20240722234500

ID: 1304609876

Label: 0.745, 0.744, 0.743, 0.742, 0.741, 0.74, 0.739, 0.738, 0.737, 0.736...

Sample length: 48h 0m 0s

F2470_20241210000000_to_20241210234500

ID: 1502827342

Label: 1.415, 1.41, 1.406, 1.403, 1.399, 1.395, 1.391, 1.386, 1.383, 1.378...

Sample length: 24h 0m 0s

Model accuracy, raw-dense-f0c (Unoptimized (float32))

View 6 other experiments

Validation set

Test set

96.5%

On-device performance (Cortex-M4F 80MHz, Quantized (int8))

Latency

1 ms.

Peak RAM usage

1.3K

Flash usage

19.1K

Run this model

On any device

Clone project

Dataset summary

Data collected

10762h 30m 0s

Sensors

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

Labels

0 .. 2.59

Project info

Project ID	536411
License	BSD 3-Clause Clear
No. of views	35,807
No. of clones	0