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Omni Geoguessr AI: A Vision Transformer AI integrated with Geoguessr for automated geographic location prediction and gameplay using streetview panoramas.

License: MIT License

Python 100.00%
ai computer-vision deep-learning geography geoguessr geolocation google-maps-api image-recognition location-prediction machine-learning python streetview vision-transformer automated-gameplay city-recognition climate-classification elevation-detection

omni-geo-ai's Introduction

Omni Geoguessr AI

Overview

Omni Geoguessr AI aims to develop a Vision Transformer AI capable of predicting geographic locations from streetview panoramas. The AI will be integrated with Geoguessr to provide automated gameplay, including panorama retrieval, location prediction, and guess submission.

Features

  • Country Recognition: The AI predicts the country visible in a streetview panorama.
  • Seamless Integration with Geoguessr: Automatic gameplay from panorama retrieval to guess submission.
  • Advanced Mask Predictions: Includes recognition of climate classifications, elevation, proximity to the sea, and urban-rural distinctions.
  • City Recognition: Identifies cities with populations over 100,000 inhabitants for enhanced accuracy.

Usage

To play against the Omni Geoguessr AI:

  1. On Geoguessr.com:
    • Add the bot's account to your Geoguessr friends.
    • Invite the bot to a private match.
    • The bot will automatically retrieve panoramas, predict locations, and submit guesses.

License

This project is licensed under the MIT License. See the LICENSE file for details.

Acknowledgements

Contact

For any questions or suggestions, please open an issue or contact the project maintainer at [email protected].

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