Captions provide semantic context that can significantly enhance a model’s ability to associate visual elements with descriptive terms.
Caption-Free Datasets
"A beautiful fire queen with flaming red hair, wearing an intricate gold and crimson gown with fire motifs, eyes that burn like embers, and a powerful, enchanting aura."
Prompt Weighting
Captions are a double-edged sword in model training. While they enhance semantic understanding and specificity, they can introduce noise and biases.