Andri Yadi / fan-fault Public

Target: Cortex-M4F 80MHz Clone this project

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fan-fault

Accelerometer

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Data (84 samples)

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normal.1tq6uocj

ID: 8439648

Label: normal

Sample length: 3s

issue.1tq82alu

ID: 8439621

Label: issue

Sample length: 3s

off.1tq711d8

ID: 8439645

Label: off

Sample length: 3s

issue.1tq6bqmj

ID: 8439667

Label: issue

Sample length: 2s

normal.1tq84qu4

ID: 8439616

Label: normal

Sample length: 3s

normal.1tq6vdqg

ID: 8439649

Label: normal

Sample length: 3s

normal.1tq6f7u4.s2

ID: 8439665

Label: normal

Sample length: 3s

off.1tq87q81

ID: 8439605

Label: off

Sample length: 3s

Model accuracy (Unoptimized (float32))

Validation set

99.3%

Test set

97.2%

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

Latency

8 ms.

Peak RAM usage

5.1K

Flash usage

16.1K

Run this model

On any device

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Dataset summary

Data collected

4m 6s

Sensors

accX, accY, accZ @ 100Hz

Labels

issue, normal, off

Project info

Project ID	17594
Project version	1
License	No license attached
No. of views	17,288
No. of clones	73