System and method for ai-generated patterns integrating multi-food material extrusion, 3d printing, and laser applications

A system for utilizing AI models to generate pattern or images on a surface of a cookie, comprising:

• a user interface (UI) module serving as an entry component for the system and configured to facilitate user interaction and input for image generation and to allow a user to enter keywords and descriptions for define an image for a cookie;
• an AI-based image module connected to the UI module and configured to generates at least one black and white vector-style image based on user's input fed by the UI module;
• an image-transformer module connected with the UI module and the AI-based image module and configured to process a two-dimension pattern or image generated by the AI-based image module, so as to format the two-dimension pattern or image into a scalable vector graphics (SVG) file;
• and
• a laser patterning module connected to the image-transformer module and receiving the digital instructions from the image-transformer module for laser patterning, wherein the laser patterning module is configured to follow a path defined in the SVG file fed by the image-transformer module and engrave a pattern or image design onto a surface of the cookie, so as to cause localized caramelization of the cookie's surface, adding depth and contrast to the cookie's surface.

A method for utilizing AI models to generate pattern or images on a surface of a pastry, comprising:

• providing a user interface (UI) module for serving as an entry component for a user;
• allowing, by the UI module, the user to enter keywords and descriptions for define an image for a pastry;
• facilitating, by the UI module, user interaction and input for image generation;
• generating, by an AI-based image module, at least one black and white vector-style image based on user's input fed by the UI module;
• processing, by an image-transformer module, a two-dimension pattern or image generated by the AI-based image module, for generating digital instructions at least for a laser patterning module;
• receiving, by a laser patterning module, the digital instructions from the image-transformer module for laser patterning;
• and
• emitting, by the laser patterning module, a laser beam to a surface of the pastry to create an image or a pattern on the surface of the pastry according to the two-dimension pattern or image generated by the AI-based image module which resulting from the user's input.