Abstract: A domain adaptation system and method for identifying similar images of fashion products is provided. The system includes a memory having computer-readable instructions stored therein and a processor. The processor is configured to access a plurality of source images of a plurality of fashion products. The processor is further configured to access a plurality of target images of the plurality of fashion products. The processor is configured to process the source images and the target images to determine one or more domain invariant features from the source and target images. Further, the processor is configured to identify one or more substantially similar images from the source images and the target images based upon the one or more domain invariant features.

Abstract: A domain adaptation system and method for identifying similar images of fashion products is provided. The system includes a memory having computer-readable instructions stored therein and a processor. The processor is configured to access a plurality of source images of a plurality of fashion products. The processor is further configured to access a plurality of target images of the plurality of fashion products. The processor is configured to process the source images and the target images to determine one or more domain invariant features from the source and target images. Further, the processor is configured to identify one or more substantially similar images from the source images and the target images based upon the one or more domain invariant features.

Abstract: A system and method for determining organic sellability of fashion products is provided. The system includes a memory having computer-readable instructions stored therein. The system further includes a processor configured to access a plurality of fashion images of a plurality of fashion products. The processor is configured to acquire sales data corresponding to each of the plurality of fashion products. The processor is further configured to identify one or more substantially similar fashion styles of the fashion products based upon the plurality of fashion images and attributes corresponding to the fashion products. In addition, the processor is configured to create one or more training sets having pairs of the identified similar fashion styles. Each of the similar fashion styles is associated with corresponding merchandising features.