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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normal65.41t3t377

ID: 454068449

Label: normal

Sample length: 160ms

normal68.41t3t8r6

ID: 454068445

Label: normal

Sample length: 160ms

Normal79.41t3k60d

ID: 454068518

Label: bubble

Sample length: 160ms

Normal47.41t3i265

ID: 454068544

Label: bubble

Sample length: 160ms

normal87.41t3uc9p

ID: 454068411

Label: normal

Sample length: 160ms

Normal0.41t3f2uk

ID: 454068635

Label: bubble

Sample length: 160ms

normal75.41t3tm36

ID: 454068440

Label: normal

Sample length: 160ms

normal17.41t3pmvu

ID: 454068487

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	28,687
No. of clones	7