EfficientNet-B0 GPS Localization for Penn Campus

This model predicts GPS coordinates (latitude/longitude) from images taken on the University of Pennsylvania campus.

Model Details

• Architecture: EfficientNet-B0
• Input Size: 224x224 pixels
• Output: 2 values (latitude, longitude)
• Training Data: 980 images from Penn campus
• Test Performance: 56.26 meters average error

Performance

• Average Haversine Distance: 56.26 meters
• Median Haversine Distance: 55.42 meters

Normalization Stats

• Latitude Mean: 39.951525, Std: 0.000652
• Longitude Mean: -75.191400, Std: 0.000598