|
|
--- |
|
|
dataset_info: |
|
|
features: |
|
|
- name: image |
|
|
dtype: image |
|
|
- name: object |
|
|
dtype: string |
|
|
- name: region |
|
|
dtype: string |
|
|
- name: ip_country |
|
|
dtype: string |
|
|
splits: |
|
|
- name: train |
|
|
num_bytes: 27731341828.525 |
|
|
num_examples: 61925 |
|
|
download_size: 67889981649 |
|
|
dataset_size: 27731341828.525 |
|
|
configs: |
|
|
- config_name: default |
|
|
data_files: |
|
|
- split: train |
|
|
path: data/train-* |
|
|
language: |
|
|
- en |
|
|
tags: |
|
|
- Vision |
|
|
- VLM |
|
|
- GeoDE |
|
|
size_categories: |
|
|
- 10K<n<100K |
|
|
license: cc-by-4.0 |
|
|
task_categories: |
|
|
- image-classification |
|
|
--- |
|
|
|
|
|
[Official Paper](https://geodiverse-data-collection.cs.princeton.edu/) |
|
|
|
|
|
**Number of country classes:** 40 |
|
|
**Total number of images:** 61925 |
|
|
|
|
|
### Image count per country_ip class |
|
|
|
|
|
| Country | Number of Images | |
|
|
| --------------------- | ---------------- | |
|
|
| Angola | 10 | |
|
|
| Argentina | 3193 | |
|
|
| Botswana | 3 | |
|
|
| Brazil | 16 | |
|
|
| Bulgaria | 1 | |
|
|
| Cameroon | 1 | |
|
|
| China | 1565 | |
|
|
| Colombia | 3703 | |
|
|
| Egypt | 2449 | |
|
|
| France | 59 | |
|
|
| Ghana | 1 | |
|
|
| Greece | 45 | |
|
|
| Indonesia | 5311 | |
|
|
| Ireland | 2 | |
|
|
| Italy | 3933 | |
|
|
| Japan | 6500 | |
|
|
| Jordan | 43 | |
|
|
| Malaysia | 55 | |
|
|
| Mexico | 2723 | |
|
|
| Moldova | 2 | |
|
|
| Netherlands | 18 | |
|
|
| Nigeria | 5729 | |
|
|
| Philippines | 2906 | |
|
|
| Poland | 68 | |
|
|
| Portugal | 139 | |
|
|
| Romania | 1087 | |
|
|
| Saudi_Arabia | 1022 | |
|
|
| Singapore | 14 | |
|
|
| South_Africa | 3926 | |
|
|
| South_Korea | 1682 | |
|
|
| Spain | 3163 | |
|
|
| Thailand | 2264 | |
|
|
| Turkey | 6551 | |
|
|
| United_Arab_Emirates | 1127 | |
|
|
| United_Kingdom | 2594 | |
|
|
| Uruguay | 7 | |
|
|
| Venezuela | 1 | |
|
|
| Vietnam | 1 | |
|
|
| Yemen | 9 | |
|
|
| Zambia | 2 | |
|
|
|
|
|
|
|
|
### Citation |
|
|
|
|
|
``` |
|
|
@inproceedings{ramaswamy2022geode, |
|
|
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} |
|
|
} |
|
|
|
|
|
|
|
|
``` |
|
|
|
|
|
|
