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github-actions[bot] edited this page Jun 13, 2025 · 16 revisions

Welcome to F1 Strategy Manager Wiki

This wiki contains comprehensive documentation for the F1 Strategy Manager project, organized in a hierarchical structure for easy navigation. It is generated through DeepWiki, if you want to see also the figures of the documentation, please, navigate to this link over here.

πŸ“‹ Complete Documentation

πŸ—‚οΈ Documentation Structure

πŸ” 1. Overview

πŸ“Š 2. Streamlit Dashboard

πŸ€– 3. Machine Learning Models

🎀 4. NLP Pipeline

βš™οΈ 5. Expert System

πŸ‘¨β€πŸ’» 6. Developer Guide

🏎️ Project Overview

The F1 Strategy Manager is an integrated AI-powered system for Formula 1 race strategy analysis and decision support, combining:

  • πŸ€– Machine Learning Models - Predictive analytics for lap times and tire performance
  • πŸ‘οΈ Computer Vision - Automated gap calculation from video feeds
  • 🎀 Natural Language Processing - Radio communication analysis and insights
  • βš™οΈ Rule-based Expert Systems - Strategic recommendations based on F1 expertise
  • πŸ“Š Interactive Streamlit Dashboard - User-friendly web interface for real-time analysis

πŸ“ This documentation is automatically generated and updated from the project's DeepWiki documentation.