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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normal82.41t3u343

ID: 454068424

Label: normal

Sample length: 160ms

normal74.41t3tk7l

ID: 454068441

Label: normal

Sample length: 160ms

normal98.41t3vbei

ID: 454068400

Label: normal

Sample length: 160ms

normal23.41t3q2ct

ID: 454068482

Label: normal

Sample length: 160ms

normal53.41t3s8o8

ID: 454068459

Label: normal

Sample length: 160ms

normal16.41t3pl4n

ID: 454068488

Label: normal

Sample length: 160ms

Normal83.41t3kdn1

ID: 454068516

Label: bubble

Sample length: 160ms

normal97.41t3v9jd

ID: 454068403

Label: normal

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	31,452
No. of clones	8