Edge Impulse Inc. / sklearn SVM Classification Public

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sklearn SVM Classification

Accelerometer

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Data (223 samples)

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updown.1.12bg6m5o

ID: 846186835

Label: updown

Sample length: 5s

idle.1os2ft93.ingestion-669596b894-zgxz5

ID: 846186895

Label: idle

Sample length: 10s

updown.1p3dglp7.ingestion-5c759c544-56x2b

ID: 846186818

Label: updown

Sample length: 3s

idle.1.10ng9adl

ID: 846186897

Label: idle

Sample length: 10s

wave.wave15.rsi2lnp

ID: 846186750

Label: wave

Sample length: 10s

drink.beer.12ds6a3n

ID: 846186926

Label: drink

Sample length: 14s

updown.20u0m7am.ingestion-fd458546d-9w2gj

ID: 846186798

Label: updown

Sample length: 3s

fistbump.1.12bmrhn0

ID: 846186909

Label: fistbump

Sample length: 5s

Model accuracy (Unoptimized (float32))

Validation set

100.0%

Test set

100.0%

On-device performance (Cortex-M7 216MHz, Unoptimized (float32))

Latency

6 ms.

Peak RAM usage

5.5K

Flash usage

39.4K

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Dataset summary

Data collected

23m 21s

Sensors

accX, accY, accZ @ 62.5Hz

Labels

drink, fistbump, idle, snake, updown, wave

Project info

Project ID	357674
Project version	2
License	BSD 3-Clause Clear
No. of views	36,746
No. of clones	22