Shebin Jose Jacob / Water Wastage Prevention 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.

Water Wastage Prevention

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 (45 samples)

View all

normal_flow.s7

ID: 305549785

Label: normal_flow

Sample length: 10s

leak.s11

ID: 305549757

Label: leak

Sample length: 10s

no_flow.s6

ID: 305549774

Label: no_flow

Sample length: 10s

no_flow.s10

ID: 305549771

Label: no_flow

Sample length: 10s

normal_flow.s4

ID: 305549788

Label: normal_flow

Sample length: 10s

no_flow.s14

ID: 305549768

Label: no_flow

Sample length: 10s

normal_flow.s11

ID: 305549782

Label: normal_flow

Sample length: 10s

no_flow.s7

ID: 305549773

Label: no_flow

Sample length: 10s

Model accuracy (Unoptimized (float32))

Validation set

100.0%

Test set

100.0%

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

Latency

1 ms.

Peak RAM usage

1.3K

Flash usage

14.0K

Run this model

Scan QR code or launch in browser

Launch in browser

Dataset summary

Data collected

7m 30s

Sensor

flowrate @ 2Hz

Labels

leak, no_flow, normal_flow

Project info

Project ID	235883
Project version	1
License	Apache 2.0
No. of views	12,168
No. of clones	4