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Soccer forecast with Arduino Uno R4

Arduino UNO R4 Minima Machine Learning based Soccer forecast

About this project

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Data (17,396 samples)

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eiWIN.s5893

ID: 317370516

Label: win

Sample length: 1s

eiWIN.s8506

ID: 317367966

Label: win

Sample length: 1s

eiLOSE.s3518

ID: 317364169

Label: LoseDraw

Sample length: 1s

eiWIN.s7425

ID: 317368957

Label: win

Sample length: 1s

eiDRAW.s1878

ID: 317360209

Label: LoseDraw

Sample length: 1s

eiWIN.s1931

ID: 317374944

Label: win

Sample length: 1s

eiLOSE.s1985

ID: 317365437

Label: LoseDraw

Sample length: 1s

eiWIN.s5714

ID: 317370769

Label: win

Sample length: 1s

Model accuracy (Unoptimized (float32))

Validation set

68.8%

Test set

52.5%

On-device performance (Cortex-M4F 80MHz, Quantized (int8))

Latency

1 ms.

Peak RAM usage

1.3K

Flash usage

14.0K

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Dataset summary

Data collected

4h 49m 56s

Sensors

home_team, away_team, home_team_fifa_rank, away_team_fifa_rank, neutral_location @ 1Hz

Labels

LoseDraw, win

Project info

Project ID	233190
Project version	1
License	Apache 2.0
No. of views	242,705
No. of clones	14