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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Normal13.41t3fruv

ID: 454068617

Label: bubble

Sample length: 160ms

normal8.41t3p652

ID: 454068495

Label: normal

Sample length: 160ms

normal35.41t3r6mj

ID: 454068473

Label: normal

Sample length: 160ms

normal18.41t3pp06

ID: 454068486

Label: normal

Sample length: 160ms

Normal28.41t3goc6

ID: 454068591

Label: bubble

Sample length: 160ms

Normal66.41t3jdbi

ID: 454068529

Label: bubble

Sample length: 160ms

normal80.41t3tvd7

ID: 454068429

Label: normal

Sample length: 160ms

normal61.41t3srla

ID: 454068452

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	40,321
No. of clones	9