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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Normal73.41t3jqll

ID: 454068523

Label: bubble

Sample length: 160ms

normal79.41t3ttgo

ID: 454068430

Label: normal

Sample length: 160ms

normal25.41t3q63p

ID: 454068481

Label: normal

Sample length: 160ms

Normal77.41t3k291

ID: 454068521

Label: bubble

Sample length: 160ms

Normal48.41t3i44a

ID: 454068543

Label: bubble

Sample length: 160ms

normal30.41t3qfdf

ID: 454068477

Label: normal

Sample length: 160ms

normal95.41t3v60j

ID: 454068401

Label: normal

Sample length: 160ms

normal81.41t3u18o

ID: 454068428

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	37,778
No. of clones	9