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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Normal72.41t3jopm

ID: 454068524

Label: bubble

Sample length: 160ms

Normal89.41t3kp0g

ID: 454068510

Label: bubble

Sample length: 160ms

normal84.41t3u6no

ID: 454068416

Label: normal

Sample length: 160ms

Normal77.41t3k291

ID: 454068521

Label: bubble

Sample length: 160ms

normal51.41t3s4vu

ID: 454068460

Label: normal

Sample length: 160ms

Normal48.41t3i44a

ID: 454068543

Label: bubble

Sample length: 160ms

Normal34.41t3h7ka

ID: 454068573

Label: bubble

Sample length: 160ms

Normal78.41t3k43t

ID: 454068519

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	23,846
No. of clones	7