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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Normal17.41t3g3jn

ID: 454068612

Label: bubble

Sample length: 160ms

Normal37.41t3hdcr

ID: 454068557

Label: bubble

Sample length: 160ms

normal58.41t3si60

ID: 454068455

Label: normal

Sample length: 160ms

Normal27.41t3gmis

ID: 454068594

Label: bubble

Sample length: 160ms

Normal97.41t3lf19

ID: 454068504

Label: bubble

Sample length: 160ms

Normal81.41t3k9r3

ID: 454068517

Label: bubble

Sample length: 160ms

normal60.41t3spqf

ID: 454068453

Label: normal

Sample length: 160ms

normal41.41t3ri3h

ID: 454068468

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

Run this model

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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	35,433
No. of clones	9