Oxford-IIIT Pet Dataset: Images of Cats and Dogs

The Oxford-IIIT Pet Dataset provides images of cats and dogs for computer vision tasks. It was uploaded to Hugging Face by user 'enterprise-explorers' in August 2022, containing only images and labels from the original dataset. Segmentation annotations from the original source were not included in this upload.

Use Cases

• Train pet breed classification models based on the image labels.
• Fine-tune object detection models for cats and dogs based on the provided images.
• Benchmark image recognition algorithms on a standardized pet dataset.
• Develop educational tutorials for computer vision using a well-known pet image collection.

Strengths

• Dataset originates from the authoritative Oxford-IIIT Pet Dataset hosted by the University of Oxford.
• Upload date of 2022-08-06 provides a specific timestamp for version tracking.

Limitations

• Description metadata is limited; actual data quality requires manual inspection after download.
• Row count, file formats, and column-level documentation are absent.
• Segmentation annotations from the original dataset were ignored, limiting use cases.

Provenance

Source

https://www.robots.ox.ac.uk/~vgg/data/pets/

Collection Method

Images and labels extracted from the original Oxford-IIIT Pet Dataset.

Time Range

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Freshness

Last updated 2022-08-06 16:01:34; freshness should be verified.

Geography

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