Andri Yadi / fan-fault Public

Target: Cortex-M4F 80MHz Clone this project

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fan-fault

Accelerometer

About this project

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Data (84 samples)

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normal.1tq6ude9

ID: 8439651

Label: normal

Sample length: 3s

issue.1tq6aet7

ID: 8439670

Label: issue

Sample length: 2s

normal.1tq83o78

ID: 8439615

Label: normal

Sample length: 3s

issue.1tq6tlur

ID: 8439653

Label: issue

Sample length: 3s

issue.1tq6sl3v

ID: 8439654

Label: issue

Sample length: 3s

normal.1tq8mpuv

ID: 8439601

Label: normal

Sample length: 3s

normal.1tq834gu

ID: 8439618

Label: normal

Sample length: 3s

issue.1tq80dac

ID: 8439624

Label: issue

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

Clone project

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	17,368
No. of clones	75