Catalog normalization and segmentation for fashion images

A method comprising:

• receiving first image data representing a first human wearing a first article of clothing, wherein the first image data, when rendered on a display, comprises a first photometric artifact;
• generating, using a first generator network, second image data from the first image data, wherein the first photometric artifact is removed from the second image data, when rendered on the display;
• generating, by a second generator network using the second image data, third image data representing the first human in a different pose relative to the first image data;
• generating, using the third image data, fourth image data representing the first article of clothing segmented from the first human;
• and
• generating code that, when executed by at least one processor, is effective to cause the fourth image data to be displayed on the display.

A system comprising:

• at least one processor;
• and
• at least one non-transitory, computer-readable memory storing instructions that, when executed by the at least one processor, are effective to:
• receive first image data representing a first human wearing a first article of clothing, wherein the first image data, when rendered on a display, comprises a first photometric artifact;
• generate, using a first generator network, second image data from the first image data, wherein the first photometric artifact is removed from the second image data, when rendered on the display;
• generate, by a second generator network using the second image data, third image data representing the first human in a different pose relative to the first image data;
• generate, using the third image data, fourth image data representing the first article of clothing segmented from the first human;
• and
• generate code that, when executed by the at least one processor, is effective to cause the fourth image data to be displayed on the display.

A method comprising:

• receiving first image data representing a first human wearing a first article of clothing, wherein the first image data, when rendered on a display, comprises a first photometric artifact;
• generating, using a first generator network, second image data from the first image data, wherein the first photometric artifact is removed from the second image data, when rendered on the display;
• generating, using the second image data, third image data representing the first article of clothing segmented from the first human;
• and
• generating code that, when executed by at least one processor, is effective to cause the third image data to be displayed on the display.