Shebin Jose Jacob / Water Wastage Prevention Public

Target: Cortex-M4F 80MHz Clone this project

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Water Wastage Prevention

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Data (45 samples)

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leak.s4

ID: 305549765

Label: leak

Sample length: 10s

no_flow.s15

ID: 305549767

Label: no_flow

Sample length: 10s

no_flow.s12

ID: 305549769

Label: no_flow

Sample length: 10s

no_flow.s14

ID: 305549768

Label: no_flow

Sample length: 10s

no_flow.s1

ID: 305549778

Label: no_flow

Sample length: 10s

normal_flow.s1

ID: 305549790

Label: normal_flow

Sample length: 10s

no_flow.s6

ID: 305549774

Label: no_flow

Sample length: 10s

leak.s11

ID: 305549757

Label: leak

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

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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	11,747
No. of clones	4