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_20240115000000_to_20240116234500

ID: 1304531028

Label: 0.821, 0.82, 0.819, 0.818, 0.817, 0.816, 0.815, 0.814, 0.812, 0.811...

Sample length: 48h 0m 0s

F2470_20240309000000_to_20240310234500

ID: 1304531065

Label: 0.849, 0.848, 0.847, 0.846, 0.845, 0.844, 0.843, 0.842, 0.841, 0.85...

Sample length: 48h 0m 0s

F2470_20240420000000_to_20240421234500

ID: 1304531093

Label: 0.88, 0.879, 0.878, 0.877, 0.876, 0.875, 0.874, 0.873, 0.872, 0.871...

Sample length: 48h 0m 0s

F2470_20241124000000_to_20241125234500

ID: 1502827374

Label: 1.779, 1.778, 1.776, 1.774, 1.773, 1.771, 1.769, 1.767, 1.762, 1.758...

Sample length: 48h 0m 0s

F2470_20240909000000_to_20240910234500

ID: 1304531267

Label: 0.741, 0.74, 0.739, 0.738, 0.737, 0.736, 0.735, 0.734, 0.733, 0.732...

Sample length: 48h 0m 0s

F2470_20240506000000_to_20240507234500

ID: 1304531105

Label: 0.828, 0.827, 0.826, 0.824, 0.823, 0.822, 0.821, 0.82, 0.819, 0.818...

Sample length: 48h 0m 0s

F2470_20240818000000_to_20240819234500

ID: 1304531223

Label: 0.677, 0.678, 0.679, 0.676, 0.68, 0.681, 0.682, 0.683, 0.684, 0.685...

Sample length: 48h 0m 0s

F2470_20240828000000_to_20240829234500

ID: 1304531245

Label: 0.675, 0.674, 0.676, 0.6750677966101696, 0.675135593220339, 0.6752033898305085, 0.675271186440678, 0.6753389830508475, 0.675406779661017, 0.6754745762711865...

Sample length: 48h 0m 0s

Model accuracy, raw-dense-04d (Unoptimized (float32))

View 6 other experiments

Validation set

Test set

72.5%

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

Latency

1 ms.

Peak RAM usage

1.6K

Flash usage

13.4K

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

0.67 .. 2.59

Project info

Project ID	535081
License	BSD 3-Clause Clear
No. of views	57,155
No. of clones	2