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

normal84.41t3u6no

ID: 454068416

Label: normal

Sample length: 160ms

Normal7.41t3fgka

ID: 454068627

Label: bubble

Sample length: 160ms

normal64.41t3t18s

ID: 454068450

Label: normal

Sample length: 160ms

normal2.41t3oqb4

ID: 454068500

Label: normal

Sample length: 160ms

Normal22.41t3gcrq

ID: 454068606

Label: bubble

Sample length: 160ms

Normal18.41t3g5dc

ID: 454068609

Label: bubble

Sample length: 160ms

normal16.41t3pl4n

ID: 454068488

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	33,780
No. of clones	9