Edge Impulse Inc. / sklearn SVM Classification Public

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sklearn SVM Classification

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Data (223 samples)

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snake.snake3.rsi2h0k

ID: 846186871

Label: snake

Sample length: 10s

fistbump.5.12bllhm2

ID: 846186919

Label: fistbump

Sample length: 5s

updown.3.12bgkeig

ID: 846186801

Label: updown

Sample length: 5s

idle.idle7.rsi2f4b

ID: 846186889

Label: idle

Sample length: 10s

idle.idle12.rsi2dff

ID: 846186884

Label: idle

Sample length: 10s

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

ID: 846186818

Label: updown

Sample length: 3s

idle.idle3.rsi2ebk

ID: 846186892

Label: idle

Sample length: 10s

snake.5.12bmmdb4

ID: 846186875

Label: snake

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	47,970
No. of clones	23