Edge Impulse Experts / ei_cypress_cn0549_moto_pump Public

Target: Cortex-M4F 80MHz Clone this project

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ei_cypress_cn0549_moto_pump

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Data (200 samples)

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Normal0.41t3f2uk

ID: 454068635

Label: bubble

Sample length: 160ms

Normal19.41t3g78m

ID: 454068605

Label: bubble

Sample length: 160ms

normal92.41t3v0e3

ID: 454068405

Label: normal

Sample length: 160ms

normal74.41t3tk7l

ID: 454068441

Label: normal

Sample length: 160ms

normal73.41t3tice

ID: 454068442

Label: normal

Sample length: 160ms

normal21.41t3puks

ID: 454068484

Label: normal

Sample length: 160ms

normal12.41t3pdj4

ID: 454068491

Label: normal

Sample length: 160ms

normal79.41t3ttgo

ID: 454068430

Label: normal

Sample length: 160ms

Model accuracy (Unoptimized (float32))

Validation set

97.0%

Test set

92.1%

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

Latency

7 ms.

Peak RAM usage

4.3K

Flash usage

27.4K

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Dataset summary

Data collected

32s

Sensor

acc @ 31.3KHz

Labels

bubble, normal

Project info

Project ID	189940
Project version	1
License	Apache 2.0
No. of views	30,716
No. of clones	8