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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Normal28.41t3goc6

ID: 454068591

Label: bubble

Sample length: 160ms

Normal16.41t3g1j7

ID: 454068613

Label: bubble

Sample length: 160ms

normal51.41t3s4vu

ID: 454068460

Label: normal

Sample length: 160ms

normal73.41t3tice

ID: 454068442

Label: normal

Sample length: 160ms

Normal63.41t3j7hr

ID: 454068531

Label: bubble

Sample length: 160ms

normal75.41t3tm36

ID: 454068440

Label: normal

Sample length: 160ms

normal86.41t3uadf

ID: 454068410

Label: normal

Sample length: 160ms

Normal2.41t3f6ih

ID: 454068634

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	27,014
No. of clones	7