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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normal59.41t3sk13

ID: 454068454

Label: normal

Sample length: 160ms

normal27.41t3q9p8

ID: 454068479

Label: normal

Sample length: 160ms

normal90.41t3ushi

ID: 454068407

Label: normal

Sample length: 160ms

Normal81.41t3k9r3

ID: 454068517

Label: bubble

Sample length: 160ms

Normal82.41t3kbn3

ID: 454068515

Label: bubble

Sample length: 160ms

Normal24.41t3ggss

ID: 454068596

Label: bubble

Sample length: 160ms

normal22.41t3q0h8

ID: 454068483

Label: normal

Sample length: 160ms

normal20.41t3psq4

ID: 454068485

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	29,882
No. of clones	8