Crowd workers were instructed to inspect each image and then produce a plain text description of the fashion item.
recent years have seen a renewed interest in text-image multi-modality and have seen the emergence of tasks such as automatically generating textual captions for a given image (Karpathy and Fei-Fei, 2015;Lu et al., 2016), using plain text descriptions to query images (Socher et al., 2014), and matching lexical tokens or constituents to regions in an image (Ma et al., 2015).