Edge Impulse Experts / Soccer forecast with Arduino Uno R4 Public

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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.s7093

ID: 317369222

Label: win

Sample length: 1s

eiLOSE.s4431

ID: 317363026

Label: LoseDraw

Sample length: 1s

eiWIN.s7554

ID: 317368850

Label: win

Sample length: 1s

eiDRAW.s2901

ID: 317359187

Label: LoseDraw

Sample length: 1s

eiDRAW.s3588

ID: 317358243

Label: LoseDraw

Sample length: 1s

eiLOSE.s1923

ID: 317365485

Label: LoseDraw

Sample length: 1s

eiWIN.s2060

ID: 317374785

Label: win

Sample length: 1s

eiDRAW.s3917

ID: 317357783

Label: LoseDraw

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	195,982
No. of clones	12