Cow Detection Dataset with Bounding Box Annotations

A collection of images with bounding box annotations curated for detecting cows. The dataset includes different cow breeds, sizes, and orientations, and each annotation includes a visibility attribute. UniqueData published this dataset on Hugging Face, with a last update recorded on October 10, 2025.

Use Cases

• Train object detection models based on the bounding box annotations.
• Benchmark detection algorithm performance based on the diverse cow appearances and positions.
• Evaluate model robustness across different cow breeds and orientations mentioned in the description.
• Develop models for agricultural monitoring based on the cow detection task.

Strengths

• Dataset is specifically curated for detecting cows in images.
• Annotations include visibility attributes for each cow.
• Covers different cow breeds, sizes, and orientations.

Limitations

• Column-level documentation is absent; field semantics must be inferred after download.
• Row count is unknown, which may limit suitability assessment.
• Description metadata is limited; actual data quality requires manual inspection after download.

Provenance

Source

UniqueData

Freshness

Last updated 2025-10-10 12:36:33; freshness should be verified.