princetonvisualai / geode_dataset

Code for the paper GeoDE: a Geographically Diverse Evaluation Dataset for Object Recognition

Citation:

@inproceedings{ramaswamy2023geode,
        author = {Vikram V. Ramaswamy and Sing Yu Lin and Dora Zhao and Aaron B. Adcock and Laurens van der Maaten
                  and Deepti Ghadiyaram and Olga Russakovsky},
        title = {GeoDE: a Geographically Diverse Evaluation Dataset for Object Recognition},
        booktitle = {NeurIPS Datasets and Benchmarks},
        year = {2023}
    }

Website link: https://geodiverse-data-collection.cs.princeton.edu/

Code is still being cleaned and released, more user friendly instructions to come.

• training contains results when training with GeoDE
• tag selection: contains some heuristics used on GeoYFCC to select the 40 objects.