🌍 Geography Guesser 🗺

A Tool for Playing Geoguessr At a High Level Implementing Multiple Custom Trained CNNs for Landscape Identification and Flag Identification. Uses Google Vision API for Text Recognition and Implements GeoPy for Live, Accurate Geolocation.

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Live Prediction Models

The Tools for Geography Guesser

• Geopy for Geocoding Text from Signs
• Google Vision for Text Extraction and Language Detection
• Custom Trained CNNs (Flag Detection / Landscape Detection)

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Data Gather - Data Freely Available Here

All Geography Data was Gathered from Google Maps Street View, Labeled by Longitude and Latitude.

All Flag Data was Gathered from Google Images, Sorted by Country.

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Installing

1) Clone/Download Repository

2) In specified_classification/text_classification/image_with_text_to_country_new.py, specify location of google api credentials for google vision API (First 1000 queries are free).

Credits

Ryguy-1