Facebook's 'Fashion ' A.I. System Will Let You Digitally Get Dressed

Now, almost 25 years later, Facebook is gearing up to introduce a similar artificial intelligence system that could change the way you get dressed in the morning forever. Facebook AI researchers have created Fashion, an #AI tool that learns from sample images and then recommends easy changes to a person's outfit to make it more stylish. Fashion, Facebook's digital "style editor" for your everyday wardrobe choices, operates in a way that's more constructive criticism and less Simon Cowell. According to the official beta website, the program will make minimal edits to your'fit and suggest adjustments catered to what's considered stylish. "The system uses a discriminative fashionability classifier that is trained on thousands of publicly available images of outfits that have been judged to be stylish. These serve as ground truth examples of fashionable outfits, and unfashionable examples are then bootstrapped by swapping garments on the fashionable examples with their least similar counterparts. Once the classifier is trained, our system gradually updates the outfit in order to make it more fashionable. An image-generation neural network renders the newly adjusted look, using a variational auto-encoder to generate the silhouette and a conditional generative adversarial network (cGAN) to generate the color and pattern. The latent encodings learned by this generator are further used to identify which garments in its inventory will best achieve the style."