Cc12M 4Mp Realistic

Cc12M 4Mp Realistic is a hand-selected subset of the CC12M dataset, focusing on large 4-megapixel images that are real-world and high-quality. The dataset was created by opendiffusionai and last updated on 2025-01-02. It contains images where the caption specifically matches either 'A man' or 'A woman'.

Use Cases

• Training or fine-tuning image generation models based on high-resolution, realistic images.
• Developing or evaluating image captioning systems based on the 'A man'/'A woman' caption criteria.
• Conducting bias analysis in computer vision datasets based on the filtered human-centric captions.
• Creating specialized training data for tasks requiring large, high-quality real-world photographs.

Strengths

• Focuses on large 4-megapixel images, suggesting high resolution.
• Images are described as real-world and high quality.
• Captions are filtered to specifically match 'A man' or 'A woman', providing a specific semantic constraint.

Limitations

• Description metadata is limited; actual data quality requires manual inspection after download.
• Row count is unknown, which may limit suitability assessment.
• The subset was created from only the first approximately 2 million entries of a larger cleaned set, not the full source.

Provenance

Source

Filtered from the CC12M dataset.

Collection Method

Hand-selected subset focusing on specific image and caption criteria.

Freshness

Last updated 2025-01-02 20:14:37; freshness should be verified.