Geolocation Prediction from Images Using CNNs

Github

Skills Used

• Libraries: PyTorch

Project Description

As a part of the final project for the CIS 5190 Applied Machine Learning course at UPenn, I worked on the implementation of a CNN to predict GPS coordinates of an image. We implemented a ConvNeXt-Tiny model in PyTorch with a Haversine-distance loss to geolocate images, achieving 43.3 m median test error.