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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Normal12.41t3fq3r

ID: 454068618

Label: bubble

Sample length: 160ms

Normal62.41t3j5hs

ID: 454068532

Label: bubble

Sample length: 160ms

normal32.41t3r0q2

ID: 454068475

Label: normal

Sample length: 160ms

Normal74.41t3jsga

ID: 454068522

Label: bubble

Sample length: 160ms

normal25.41t3q63p

ID: 454068481

Label: normal

Sample length: 160ms

Normal91.41t3ksma

ID: 454068509

Label: bubble

Sample length: 160ms

normal20.41t3psq4

ID: 454068485

Label: normal

Sample length: 160ms

Normal67.41t3jf87

ID: 454068528

Label: bubble

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	27,375
No. of clones	7