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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normal53.41t3s8o8

ID: 454068459

Label: normal

Sample length: 160ms

Normal17.41t3g3jn

ID: 454068612

Label: bubble

Sample length: 160ms

Normal4.41t3fake

ID: 454068630

Label: bubble

Sample length: 160ms

normal64.41t3t18s

ID: 454068450

Label: normal

Sample length: 160ms

Normal84.41t3kfhm

ID: 454068514

Label: bubble

Sample length: 160ms

Normal51.41t3ia28

ID: 454068541

Label: bubble

Sample length: 160ms

normal72.41t3tgh9

ID: 454068443

Label: normal

Sample length: 160ms

normal18.41t3pp06

ID: 454068486

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

Run this model

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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	28,323
No. of clones	7