Oxford Pets: Images with Segmentation Masks and Bounding Boxes for 37 Cat and Dog Breeds

37 specific cat and dog breeds are represented in this multi-modal dataset. It contains images with corresponding segmentation masks and bounding boxes, created by the author 'cvdl'. The dataset was last updated on the Hugging Face platform on February 6, 2025.

Use Cases

• Train image segmentation models based on the provided grayscale mask data.
• Develop object detection models based on the provided bounding box coordinates.
• Perform fine-grained classification of 37 cat and dog breeds based on the 'category' label.
• Build multi-task learning models that jointly predict breed, bounding box, and segmentation mask.

Strengths

• Provides multi-modal annotations including segmentation masks, bounding boxes, and breed labels for each image.
• Covers a specific set of 37 fine-grained cat and dog breeds.

Limitations

• Description metadata is limited; actual data quality requires manual inspection after download.
• Row count, file formats, and license information are unknown, which may limit suitability assessment.

Provenance

Source

cvdl on Hugging Face

Freshness

Last updated 2025-02-06 07:35:08; freshness should be verified.