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.s6134

ID: 317370143

Label: win

eiDRAW.s2352

ID: 317359792

Label: LoseDraw

eiLOSE.s2166

ID: 317365286

Label: LoseDraw

eiWIN.s3428

ID: 317373371

Label: win

eiLOSE.s2325

ID: 317365158

Label: LoseDraw

eiWIN.s4870

ID: 317371913

Label: win

eiWIN.s6862

ID: 317369405

Label: win

eiWIN.s7900

ID: 317368572

Label: win

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	285,944
No. of clones	14