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

eiDRAW.s931

ID: 317361061

Label: LoseDraw

Sample length: 1s

eiDRAW.s1916

ID: 317360176

Label: LoseDraw

Sample length: 1s

eiLOSE.s2861

ID: 317364727

Label: LoseDraw

Sample length: 1s

eiDRAW.s2041

ID: 317360063

Label: LoseDraw

Sample length: 1s

eiLOSE.s883

ID: 317366759

Label: LoseDraw

Sample length: 1s

eiWIN.s8330

ID: 317368188

Label: win

Sample length: 1s

eiLOSE.s3530

ID: 317364162

Label: LoseDraw

Sample length: 1s

eiWIN.s4706

ID: 317372129

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

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	212,139
No. of clones	13