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The dataset includes fields such as obj_num, file, image, root, description, and label. The label field contains a detailed list of categories ranging from Aegis to writing boards. The dataset is split into train, validation, and test partitions, each with corresponding byte sizes and example counts. Download size and total size are also provided.