Method and system for providing photorealistic changes for digital image

摘要

Disclosed is a computer-implemented method for providing photorealistic changes for a digital image. The method includes receiving a digital image of dressable model, receiving digital cutout garment textures that are indexed according to an outfitting layering order and aligned with body shape and pose of the dressable model, receiving binary silhouettes of the digital cutout garment textures, generating a garment layer index mask by compositing the binary silhouettes of the digital cutout garment textures indexed according to the outfitting layering order, receiving a composite image obtained by overlaying the digital cutout garment textures according to the indexed outfitting layering order on the digital image of the dressable model, inputting the composite image and the garment layer index mask into a machine learning system for providing photorealistic changes, and receiving from the machine learning system a digital file including photorealistic changes for application to the composite image.