Method and system for providing photorealistic changes for digital image

A computer program product comprising a non-transitory computer-readable storage medium, and is executable on a processor to provide a digital file including photorealistic changes for a digital image, the computer program product executable to:

• (i) receive a digital image of a dressable model;
• (ii) receive one or more digital cutout garment textures, indexed according to an outfitting layering order, aligned with the body shape and pose of the dressable model;
• (iii) receive binary silhouettes of the one or more digital cutout garment textures;
• (iv) generate a garment layer index mask by compositing the binary silhouettes of the one or more digital cutout garment textures, indexed according to the outfitting layering order;
• (v) receive a composite image obtained by overlaying the one or more digital cutout garment textures, according to the indexed outfitting layering order, on the digital image of the dressable model;
• (vi) input the composite image and the garment layer index mask into a machine learning system for providing photorealistic changes;
• and
• (vii) receive from the machine learning system a digital file including photorealistic changes, suitable for application to the composite image;
• the computer program product further executable to store the digital file including the photorealistic changes.

A system including a processor and a machine learning system, the processor configured to provide a digital file including photorealistic changes for a digital image, the processor configured to:

• (i) receive a digital image of a dressable model;
• (ii) receive one or more digital cutout garment textures, indexed according to an outfitting layering order, aligned with the body shape and pose of the dressable model;
• (iii) receive binary silhouettes of the one or more digital cutout garment textures;
• (iv) generate a garment layer index mask by compositing the binary silhouettes of the one or more digital cutout garment textures, indexed according to the outfitting layering order;
• (v) receive a composite image obtained by overlaying the one or more digital cutout garment textures, according to the indexed outfitting layering order, on the digital image of the dressable model;
• (vi) input the composite image and the garment layer index mask into the machine learning system for providing photorealistic changes;
• and
• (vii) receive from the machine learning system a digital file including photorealistic changes, suitable for application to the composite image;
• the system further configured to store the digital file including photorealistic changes.