Transformer_Based_Geo-Localization

This is the repository for ECCV 2022 paper titled: "Where in the World is this Image? Transformer-based Geo-localization in the Wild". More details and links to the training dataset and corresponding semantic segmentation maps will be available soon.

Download Training Datasets and Annotations

Download the RGB images, corresponding Segmentation maps and the annotations of mp16 training set and keep them in the resources folder.

cd resources/
wget http://www.cis.jhu.edu/~shraman/TransLocator/Datasets/mp16_rgb_images.tgz
wget http://www.cis.jhu.edu/~shraman/TransLocator/Datasets/mp16_seg_images_PNG.tgz

wget http://www.cis.jhu.edu/~shraman/TransLocator/Annotations.zip

Download Evaluation Datasets

Download the RGB images of the three evaluation datasets and their corresponding semantic maps, and untar them into resources folder.

Im2GPS dataset

wget http://www.cis.jhu.edu/~shraman/TransLocator/Datasets/im2gps_rgb_images.tar.gz
wget http://www.cis.jhu.edu/~shraman/TransLocator/Datasets/im2gps_seg_images_PNG.tar.gz

Im2GPS3k dataset

wget http://www.cis.jhu.edu/~shraman/TransLocator/Datasets/im2gps3k_rgb_images.tar.gz
wget http://www.cis.jhu.edu/~shraman/TransLocator/Datasets/im2gps3k_seg_images_PNG.tar.gz

YFCC4k dataset

wget http://www.cis.jhu.edu/~shraman/TransLocator/Datasets/yfcc4k_rgb_images.tar.gz
wget http://www.cis.jhu.edu/~shraman/TransLocator/Datasets/yfcc4k_seg_images_PNG.tar.gz