Game score extraction

Description

This application allows extract FIFA game score from photo or screenshot.

Score extraction is based on searching region of interest and text recognition from the region:

{
  "score":  "JUVENTUS 3 - 2 FC BARCELONA",
  "team1":  "JUVENTUS",
  "score1": "3",
  "score2": "2",
  "team2":  "FC BARCELONA"
}

Installation

To use the application you need pretrained weights and language data for Tesseract-OCR - please, contact ML team for more details.

• Clone the repository:

git clone https://github.com/Solvve/ml_game_score_extraction.git

• Install Tesseract-OCR >= 4.1.
• Put fifa_score.traineddata file to %TESSDATA_PREFIX%.
• Put fifa_scores.h5 file to %PROJECT_PATH%/data
• Install all required dependencies:

pip install -r requirements.txt

Usage

python main.py

Application starts at http://localhost:8050/