How is it possible to use matlab based Deep Learning/machine learning for multi-LABEL classification ?

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To explain, I input an image and output consist of 5 labels (tree, house, beach, mountain, animal). For an example, suppose the input image has got a tree, a mountain and an animal in it (i.e. suppose house and beach are absent), so the output should be 1 0 0 1 1.
Can such multi-label classification be done in matlab using deep learning/machine learning ?

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