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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Normal29.41t3gq8t

ID: 454068586

Label: bubble

Sample length: 160ms

normal87.41t3uc9p

ID: 454068411

Label: normal

Sample length: 160ms

normal17.41t3pmvu

ID: 454068487

Label: normal

Sample length: 160ms

normal41.41t3ri3h

ID: 454068468

Label: normal

Sample length: 160ms

Normal21.41t3gb2i

ID: 454068602

Label: bubble

Sample length: 160ms

normal60.41t3spqf

ID: 454068453

Label: normal

Sample length: 160ms

Normal54.41t3ifqs

ID: 454068538

Label: bubble

Sample length: 160ms

Normal28.41t3goc6

ID: 454068591

Label: bubble

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	39,695
No. of clones	9