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The MaGGIe dataset is a training and benchmark collection for instance‑aware alpha portrait matting in images and videos, specifically targeting mask‑guided matting tasks. Developed during Adobe Research’s 2023 Summer Internship and accepted at CVPR 2024, it serves applications such as image segmentation, instance matting, portrait matting, video matting, guided matting, and human matting.