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Gabriele Berton's Projects

anyloc icon anyloc

Official Code Repository for AnyLoc

biomassters icon biomassters

An algorithm that predicts yearly Aboveground Biomass for Finnish forests using satellite imagery.

cosplace icon cosplace

Official code for CVPR 2022 paper "Rethinking Visual Geo-localization for Large-Scale Applications"

earthloc icon earthloc

Code for CVPR 2024 "EarthLoc: Astronaut Photography Localization by Indexing Earth from Space"

earthmatch icon earthmatch

Code for EarthMatch (CVPR 2024 IMW), an iterative coregistration pipeline to localize astronaut photos of Earth

eigenplaces icon eigenplaces

Official code for ICCV 2023 paper "EigenPlaces: Training Viewpoint Robust Models for Visual Place Recognition"

geo_warp icon geo_warp

Official repository of ICCV21 paper "Viewpoint Invariant Dense Matching for Visual Geolocalization"

project_vg icon project_vg

Repository with code and links to datasets for the visual geo-localization project

py3_wget icon py3_wget

A tool like wget for python, supporting a progress bar

salad icon salad

Optimal Transport Aggregation for Visual Place Recognition

simple_vpr_codebase icon simple_vpr_codebase

This is a simple codebase to train a Visual Geolocalization model through image retrieval methods, using PyTorch Lightning and the PyTorch Metric Learning library

vpr-methods-evaluation icon vpr-methods-evaluation

Easily download and evaluate pre-trained Visual Place Recognition methods. Code built for the ICCV 2023 paper "EigenPlaces: Training Viewpoint Robust Models for Visual Place Recognition"

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