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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Normal83.41t3kdn1

ID: 454068516

Label: bubble

Sample length: 160ms

Normal61.41t3isss

ID: 454068533

Label: bubble

Sample length: 160ms

normal20.41t3psq4

ID: 454068485

Label: normal

Sample length: 160ms

normal81.41t3u18o

ID: 454068428

Label: normal

Sample length: 160ms

normal25.41t3q63p

ID: 454068481

Label: normal

Sample length: 160ms

Normal57.41t3ilek

ID: 454068536

Label: bubble

Sample length: 160ms

normal86.41t3uadf

ID: 454068410

Label: normal

Sample length: 160ms

normal46.41t3rres

ID: 454068464

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	36,226
No. of clones	9