geolocalization

This is an official PyTorch implementation of our NeurIPS 2023 paper "GeoCLIP: Clip-Inspired Alignment between Locations and Images for Effective Worldwide Geo-localization"

machine-learning deep-learning pytorch geography geolocalization geolocation-estimation gps-embeddings

UpdatedOct 5, 2025
Python

gmberton /awesome-Visual-Place-Recognition

Star253

A curated list of awesome Visual Place Recognition papers

localization survey place-recognition image-retrieval visual-place-recognition geolocalization visual-geolocalization localization-

UpdatedSep 17, 2025

gmberton /deep-visual-geo-localization-benchmark

Star235

Official code for CVPR 2022 (Oral) paper "Deep Visual Geo-localization Benchmark"

benchmark computer-vision localization deep-learning pytorch datasets place-recognition image-retrieval descriptors visual-place-recognition geolocalization netvlad

UpdatedJan 29, 2025
Python

LukasHaas /PIGEON

Star229

Code for the CVPR 2024 paper highlight and demo "PIGEON: Predicting Image Geolocations".

location coordinates clip place geolocalization multimodal geoguessr cvpr2024

UpdatedJul 21, 2024
Python

gmberton /VPR-methods-evaluation

Star167

Wrapper for 10+ VPR models. Use any SOTA VPR model just by changing one parameter

benchmark computer-vision localization place-recognition image-retrieval visual-place-recognition geolocalization visual-geo-localization

UpdatedApr 15, 2025
Python

gmberton /VPR-datasets-downloader

Star156

Automatic download VPR datasets in a standard format

benchmark computer-vision localization place-recognition image-retrieval visual-place-recognition geolocalization

UpdatedSep 19, 2025
Python

gmberton /MegaLoc

Star153

An image retrieval model for any localization task

localization place-recognition image-retrieval visual-place-recognition geolocalization visual-localization visual-geolocalization

UpdatedOct 24, 2025
Python

This repository contains all necessary meta information, results and source files to reproduce the results in the publication Eric Müller-Budack, Kader Pustu-Iren, Ralph Ewerth: "Geolocation Estimation of Photos using a Hierarchical Model and Scene Classification", In: European Conference on Computer Vision (ECCV), Munich, 2018.

deep-learning pytorch geolocalization scene-classification geolocation-estimation

UpdatedMar 23, 2023
Python

rabuchaim /geoip2fast

Star77

GeoIP2Fast is the fastest GeoIP2 country/city/asn lookup library. A search takes less than 0.00003 seconds. It has its own data file updated twice a week with Maxmind-Geolite2-CSV and is Pure Python!

python ipv6 geolocation pure ipv4 python3 ip geoip2 geoip maxmind geolite2 mmdb ipaddress pypy3 geolocalization purepython

UpdatedNov 4, 2025
Python

gmberton /geo_warp

Star65

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

computer-vision re-ranking pytorch image-retrieval reranking visual-place-recognition geolocalization geo-localization visual-geo-localization

UpdatedOct 13, 2023
Python

vandal-vpr /vg-transformers

Star51

Official Repository of "Learning Sequential Descriptors for Sequence-based Visual Place Recognition "

localization deep-learning pytorch sequential place-recognition visual-place-recognition geolocalization geo-localization

UpdatedApr 8, 2024
Python

PicartaAI /Picarta-API

Star50

Picarta AI Image Geolocalization API.

api osint ai open-api geography visual-place-recognition geolocalization image-search-engine osint-tool

UpdatedAug 17, 2025

kregmi /cross-view-image-matching

Star48

[ICCV 2019] Bridging the Domain Gap for Ground-to-Aerial Image Matching

lua tensorflow aerial synthesis panorama image-matching ground geolocalization cross-view

UpdatedMar 30, 2020
Lua

svyas23 /GAMa

Star42

GAMa: Cross-view Video Geo-localization

deep-learning dataset gama geolocalization geo-localization

UpdatedNov 11, 2022
Python

sidharthmohannair /VisionUAV-Navigation

Star31

A robust vision-based localization system for UAVs operating in GPS-denied environments. The system utilizes advanced computer vision techniques to achieve accurate position estimation by matching real-time drone camera feeds with satellite imagery.