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Experiments

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Data (36 samples)

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Vibrations.58ng8j21

ID: 1259360347

Label: Vibrations

Sample length: 10s

Vibrations.58ndh4h3

ID: 1259360354

Label: Vibrations

Sample length: 10s

Nomal.58n80c4b

ID: 1259360374

Label: Normal

Sample length: 10s

Normal.58nc8g0t

ID: 1259360360

Label: Normal

Sample length: 10s

Normal.58nc9kno

ID: 1259360359

Label: Normal

Sample length: 10s

Vibrations.58nfu3fp

ID: 1259360351

Label: Vibrations

Sample length: 10s

Normal.58n8abn9

ID: 1259360371

Label: Normal

Sample length: 10s

Normal.58naetq7

ID: 1259360363

Label: Normal

Sample length: 10s

Model accuracy, spectr-dense-78f (Unoptimized (float32))

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Validation set

100.0%

Test set

100.0%

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

Latency

1 ms.

Peak RAM usage

1.8K

Flash usage

24.9K

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Dataset summary

Data collected

6m 0s

Sensors

accX, accY, accZ, gyrX, gyrY, gyrZ @ 100Hz

Labels

Normal, Vibrations

Project info

Project ID	521263
Project version	1
License	Apache 2.0
No. of views	10,479
No. of clones	5