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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normal4.41t3ou39

ID: 454068498

Label: normal

Sample length: 160ms

Normal97.41t3lf19

ID: 454068504

Label: bubble

Sample length: 160ms

Normal91.41t3ksma

ID: 454068509

Label: bubble

Sample length: 160ms

normal31.41t3qo2o

ID: 454068476

Label: normal

Sample length: 160ms

Normal57.41t3ilek

ID: 454068536

Label: bubble

Sample length: 160ms

Normal54.41t3ifqs

ID: 454068538

Label: bubble

Sample length: 160ms

normal3.41t3osab

ID: 454068499

Label: normal

Sample length: 160ms

normal23.41t3q2ct

ID: 454068482

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	28,498
No. of clones	7