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efficientnet-b0-gps-penn – AI Model by limich19 | AlphaNeural AI

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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