---
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}
    }


```