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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normal82.41t3u343

ID: 454068424

Label: normal

Sample length: 160ms

normal10.41t3p9ro

ID: 454068493

Label: normal

Sample length: 160ms

Normal32.41t3h3sr

ID: 454068579

Label: bubble

Sample length: 160ms

normal16.41t3pl4n

ID: 454068488

Label: normal

Sample length: 160ms

Normal74.41t3jsga

ID: 454068522

Label: bubble

Sample length: 160ms

normal18.41t3pp06

ID: 454068486

Label: normal

Sample length: 160ms

normal1.41t3oogv

ID: 454068501

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	32,077
No. of clones	9