Datasets:
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---
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}
}
```
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