In this project, related to the course "Vision and Cognitive Systems" held by professor L. Ballan, we tryed to build a machine learning model for predicting GPS coordinates from an image. We mainly followed the work by Müller-Budack, Eric and Pustu-Iren, Kader and Ewerth, Ralph : "Geolocation Estimation of Photos Using a Hierarchical Model and Scene Classification" (https://github.com/TIBHannover/GeoEstimation) .