Research questionHow can we maintain long-term identity and tracking of individual pigs in side-view video despite similar appearance, occlusion, and low resolution?Pigs of the same breed can look highly similar, making identity assignments ambiguous. Side-view footage further causes tracking failures through rapid movement, severe occlusion, and limited visual detail.