Edge Impulse Experts / Soccer forecast with Arduino Uno R4 Public

Target: Cortex-M4F 80MHz Clone this project

Welcome to Edge Impulse, the largest community of edge AI developers!
This is a public Edge Impulse project, use the navigation bar to see all data and models in this project; or clone to retrain or deploy to any edge device.

Soccer forecast with Arduino Uno R4

Arduino UNO R4 Minima Machine Learning based Soccer forecast

About this project

This public Edge Impulse project does not have a README yet. Clone this project to add new data or retrain this project, or to deploy this project to a device.

Data (17,396 samples)

View all

eiLOSE.s4630

ID: 317362681

Label: LoseDraw

Sample length: 1s

eiLOSE.s1027

ID: 317366578

Label: LoseDraw

Sample length: 1s

eiDRAW.s2687

ID: 317359466

Label: LoseDraw

Sample length: 1s

eiWIN.s3886

ID: 317372953

Label: win

Sample length: 1s

eiWIN.s6471

ID: 317369721

Label: win

Sample length: 1s

eiWIN.s7360

ID: 317369010

Label: win

Sample length: 1s

eiWIN.s4900

ID: 317371877

Label: win

Sample length: 1s

eiLOSE.s3418

ID: 317364250

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

Run this model

Scan QR code or launch in browser

Launch in browser

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	225,626
No. of clones	14