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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Normal18.41t3g5dc

ID: 454068609

Label: bubble

Sample length: 160ms

normal82.41t3u343

ID: 454068424

Label: normal

Sample length: 160ms

Normal9.41t3fkcj

ID: 454068622

Label: bubble

Sample length: 160ms

normal27.41t3q9p8

ID: 454068479

Label: normal

Sample length: 160ms

normal69.41t3talo

ID: 454068446

Label: normal

Sample length: 160ms

normal31.41t3qo2o

ID: 454068476

Label: normal

Sample length: 160ms

normal18.41t3pp06

ID: 454068486

Label: normal

Sample length: 160ms

Normal7.41t3fgka

ID: 454068627

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	29,418
No. of clones	7