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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Normal66.41t3jdbi

ID: 454068529

Label: bubble

Sample length: 160ms

normal92.41t3v0e3

ID: 454068405

Label: normal

Sample length: 160ms

Normal12.41t3fq3r

ID: 454068618

Label: bubble

Sample length: 160ms

Normal53.41t3idt0

ID: 454068539

Label: bubble

Sample length: 160ms

normal11.41t3pbnf

ID: 454068492

Label: normal

Sample length: 160ms

Normal69.41t3jj2e

ID: 454068526

Label: bubble

Sample length: 160ms

normal90.41t3ushi

ID: 454068407

Label: normal

Sample length: 160ms

Normal31.41t3h229

ID: 454068580

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	28,700
No. of clones	7