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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normal84.41t3u6no

ID: 454068416

Label: normal

Sample length: 160ms

normal7.41t3p44f

ID: 454068496

Label: normal

Sample length: 160ms

Normal67.41t3jf87

ID: 454068528

Label: bubble

Sample length: 160ms

Normal22.41t3gcrq

ID: 454068606

Label: bubble

Sample length: 160ms

Normal62.41t3j5hs

ID: 454068532

Label: bubble

Sample length: 160ms

Normal49.41t3i65h

ID: 454068542

Label: bubble

Sample length: 160ms

normal6.41t3p26d

ID: 454068497

Label: normal

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	30,570
No. of clones	8