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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normal40.41t3rg33

ID: 454068469

Label: normal

Sample length: 160ms

Normal39.41t3hivu

ID: 454068551

Label: bubble

Sample length: 160ms

normal79.41t3ttgo

ID: 454068430

Label: normal

Sample length: 160ms

Normal92.41t3kujs

ID: 454068508

Label: bubble

Sample length: 160ms

Normal28.41t3goc6

ID: 454068591

Label: bubble

Sample length: 160ms

Normal62.41t3j5hs

ID: 454068532

Label: bubble

Sample length: 160ms

normal88.41t3ue30

ID: 454068409

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	26,278
No. of clones	7