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OccludeNet is a large-scale occlusion video dataset that includes real-world and synthetic occluded scene videos covering various natural environments. The dataset comprises dynamic tracking occlusions, static scene occlusions, and multi-view interactive occlusions, aiming to fill gaps in existing datasets.