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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normal66.41t3t512

ID: 454068448

Label: normal

Sample length: 160ms

Normal59.41t3ip5i

ID: 454068534

Label: bubble

Sample length: 160ms

normal2.41t3oqb4

ID: 454068500

Label: normal

Sample length: 160ms

normal7.41t3p44f

ID: 454068496

Label: normal

Sample length: 160ms

normal92.41t3v0e3

ID: 454068405

Label: normal

Sample length: 160ms

normal20.41t3psq4

ID: 454068485

Label: normal

Sample length: 160ms

normal53.41t3s8o8

ID: 454068459

Label: normal

Sample length: 160ms

normal65.41t3t377

ID: 454068449

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	25,124
No. of clones	7