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:
- 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 tymon.becella@gmail.com.