World Country Flags for Image Classification, 195 Nations

195 flag images for all sovereign nations, formatted as PNG files at 640x427 pixels. The dataset is intended for image classification tasks, using English country names as labels. It was created by Aniket96 and last updated on 2025-04-21.

Use Cases

• Train image classification models based on flag images and country name labels.
• Benchmark model performance on a standardized set of national symbols.
• Develop educational tools or applications for country recognition based on flag imagery.

Strengths

• Contains 195 images, covering all sovereign nations.
• Images are uniformly formatted as 640x427 pixel PNG files.
• Labels are provided in English, a common language for model training.

Limitations

• Column-level documentation is absent; field semantics must be inferred after download.
• Row count is unknown, which may limit suitability assessment.
• The dataset's source and collection method are not specified, which may affect reproducibility.

Provenance

Source

huggingface user Aniket96

Freshness

Last updated 2025-04-21 04:37:52; freshness should be verified.

Geography

Global (sovereign states)