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1 download the three public datasets and put them in the NUS-WIDE/VOC2012/COCO sub-folders. When you use some other datsets, you have to modify the path for the parameters unseen_img_dir and seen_img_dir.
2 if you want to produce the hash codes using our pre-trained model, you need to download our models and put them in the folder `models'.
3 for word2vec, the glove model is used. You can generate new word vectors by changing the path of the label file. ( codes for word2vec can be found in the `word2vec' folder)