Shebin Jose Jacob / Water Wastage Prevention Public

Target: Cortex-M4F 80MHz Clone this project

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Water Wastage Prevention

About this project

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Data (45 samples)

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normal_flow.s10

ID: 305549783

Label: normal_flow

Sample length: 10s

normal_flow.s15

ID: 305549779

Label: normal_flow

Sample length: 10s

leak.s9

ID: 305549760

Label: leak

Sample length: 10s

no_flow.s4

ID: 305549775

Label: no_flow

Sample length: 10s

leak.s5

ID: 305549763

Label: leak

Sample length: 10s

no_flow.s10

ID: 305549771

Label: no_flow

Sample length: 10s

no_flow.s9

ID: 305549772

Label: no_flow

Sample length: 10s

no_flow.s2

ID: 305549777

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

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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	12,614
No. of clones	4