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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normal86.41t3uadf

ID: 454068410

Label: normal

Sample length: 160ms

normal91.41t3uufi

ID: 454068406

Label: normal

Sample length: 160ms

normal1.41t3oogv

ID: 454068501

Label: normal

Sample length: 160ms

normal89.41t3ump0

ID: 454068408

Label: normal

Sample length: 160ms

normal25.41t3q63p

ID: 454068481

Label: normal

Sample length: 160ms

normal60.41t3spqf

ID: 454068453

Label: normal

Sample length: 160ms

normal39.41t3re94

ID: 454068470

Label: normal

Sample length: 160ms

Normal33.41t3h5o1

ID: 454068575

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	34,289
No. of clones	9