metadata
language: en
license: apache-2.0
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