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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Normal47.41t3i265

ID: 454068544

Label: bubble

Sample length: 160ms

Normal74.41t3jsga

ID: 454068522

Label: bubble

Sample length: 160ms

normal73.41t3tice

ID: 454068442

Label: normal

Sample length: 160ms

Normal57.41t3ilek

ID: 454068536

Label: bubble

Sample length: 160ms

Normal49.41t3i65h

ID: 454068542

Label: bubble

Sample length: 160ms

Normal38.41t3hh1r

ID: 454068550

Label: bubble

Sample length: 160ms

Normal34.41t3h7ka

ID: 454068573

Label: bubble

Sample length: 160ms

Normal8.41t3fifp

ID: 454068623

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

Run this model

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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	34,290
No. of clones	9