metadata

license: other
license_name: functional-map-of-the-world-challenge-public-license
license_link: >-
  https://github.com/fMoW/dataset/blob/035ab5e6265ba5f58549337ca5873ca7260c06a4/LICENSE

fMoW-RGB-baseline

This dataset is a preprocessed version of the Functional Map of the Word (fMoW) dataset.

The fMoW-RGB dataset version was preprocessed strictly following the official baseline code. In short, original images are cropped according to their AOIs, and resized to 224×224 pixels JPEGs. Associated to the images, we provide metadata JSON files with some fields processed such that they match the cropped-resized images (such as ground sampling distance and the geographic boundaries).

Data format

Images are provided in JPEG format. The JSON metadata file format follow the original data. For metadata fields whose value is different from the original, the original key-values are kept under the field named "orig". Metadata keys are best documented in the fMoW paper - Appendix I.

Data splits

The dataset splits are identical to the original fMoW splits. Text files for the different splits are available in the splits directory. Each row contain the path to an image and it's associated metadata file.

Attribution

The fMoW dataset was proposed in Christie, Gordon, et al. "Functional Map of the World." Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. 2018. https://doi.org/10.1109/CVPR.2018.00646.

Licence

This dataset is adapted material from the fMoW dataset, and is licensed under the same terms, namely the FUNCTIONAL MAP OF THE WORLD CHALLENGE PUBLIC LICENSE.