https://github.com/ronibandini/soccerforecast
Arduino UNO R4 Minima Soccer forecast with Machine Learning (Edge Impulse)
https://github.com/ronibandini/soccerforecast
arduino edgeimpulse machine-learning r4 r4minima soccer
Last synced: about 1 month ago
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Arduino UNO R4 Minima Soccer forecast with Machine Learning (Edge Impulse)
- Host: GitHub
- URL: https://github.com/ronibandini/soccerforecast
- Owner: ronibandini
- Created: 2023-06-24T13:08:54.000Z (almost 3 years ago)
- Default Branch: main
- Last Pushed: 2023-11-07T12:55:45.000Z (over 2 years ago)
- Last Synced: 2025-07-29T06:55:00.027Z (10 months ago)
- Topics: arduino, edgeimpulse, machine-learning, r4, r4minima, soccer
- Language: C++
- Homepage: https://bandini.medium.com/machine-learning-con-arduino-uno-r4-minima-84c8753d6c70
- Size: 4.01 MB
- Stars: 2
- Watchers: 1
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
# Soccer Forecast with Arduino UNO R4 Minima and Edge Impulse
Arduino UNO R4 Minima Soccer forecast with Machine Learning (Edge Impulse)
For this project I have downloaded the FIFA databases, extracted certain features, converted string columns to numeric and trained a model to make forecast using home team, away team, fifa rank and neutral location.
# Parts
Arduino UNO R4 Minima https://store-usa.arduino.cc/pages/unor4
DFRobot LCD keypad shield DFRobot LCD Keypad https://wiki.dfrobot.com/_SKU_DFR0374__SKU_DFR0936_LCD_Keypad_Shield_V2.0?tracking=61357a929f73e
# Tutorial
https://bandini.medium.com/machine-learning-con-arduino-uno-r4-minima-84c8753d6c70
# Edge Impulse
If you want to clone the Edge Impulse Machine Learning project, use this link
https://studio.edgeimpulse.com/public/233190/latest
# More information
https://blog.arduino.cc/2023/06/28/predicting-soccer-games-with-tinyml-on-the-uno-r4-minima/
# Contact
@Roni Bandini