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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normal80.41t3tvd7

ID: 454068429

Label: normal

Sample length: 160ms

Normal98.41t3lgtl

ID: 454068503

Label: bubble

Sample length: 160ms

Normal94.41t3l997

ID: 454068506

Label: bubble

Sample length: 160ms

Normal31.41t3h229

ID: 454068580

Label: bubble

Sample length: 160ms

normal47.41t3rt9k

ID: 454068463

Label: normal

Sample length: 160ms

normal36.41t3r8iv

ID: 454068472

Label: normal

Sample length: 160ms

normal54.41t3salo

ID: 454068458

Label: normal

Sample length: 160ms

Normal7.41t3fgka

ID: 454068627

Label: bubble

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	36,842
No. of clones	9