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efficientnet-b0-gps-penn
limich19/efficientnet-b0-gps-penn
efficientnet-b0-gps-penn is a machine learning model from limich19. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as apache-2.0.
This model predicts GPS coordinates (latitude/longitude) from images taken on the University of Pennsylvania campus.
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At a glance
- License
- apache-2.0
- Model type
- efficientnet
- Access
- Public
- Created
- Dec 13, 2025
- Updated
- Dec 14, 2025
- SHA
- 28673dbb
Model card
From the Hugging Face model README
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
- Type
- efficientnet
- License
- apache-2.0
- Languages
- en
- Created
- Dec 13, 2025
- Updated
- Dec 14, 2025