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Learning a Deep ConvNet for Multi-Label Classification With Partial Labels

Learning a Deep ConvNet for Multi-Label Classification With Partial Labels

Deep ConvNets have shown great performance for single-label image classification (e.g. ImageNet), but it is necessary to move beyond the single-label classification task because pictures of everyday life are inherently multi-label. Multi-label classification is a more difficult task than single-label classification because both the input images and output label spaces …