Prompt based background replacement

A method for prompt based background replacement, the method comprising:

• accessing a visual content including a background portion and at least one foreground object;
• receiving a textual input indicative of a desire of an individual to modify the visual content;
• analyzing the textual input and the visual content to generate a modified version of the visual content, the modified version differs from the visual content in the background portion, the modified version includes a depiction of the at least one foreground object depicted in the visual content;
• and
• causing a presentation of the modified version of the visual content to the individual, and further comprising:
• identifying a first mathematical object in a mathematical space, wherein the first mathematical object corresponds to a word of the textual input;
• calculating a convolution of at least part of the visual content to obtain a numerical result value;
• calculating a function of the first mathematical object and the numerical result value to identify a second mathematical object in the mathematical space;
• and
• determining a pixel value of a pixel of the background portion of the modified version of the visual content based on the second mathematical object.

A system for prompt based background replacement, the system comprising:

• at least one processor configured to perform the operations of:
• accessing a visual content including a background portion and at least one foreground object;
• receiving a textual input indicative of a desire of an individual to modify the visual content;
• analyzing the textual input and the visual content to generate a modified version of the visual content, the modified version differs from the visual content in the background portion, the modified version includes a depiction of the at least one foreground object depicted in the visual content;
• and
• causing a presentation of the modified version of the visual content to the individual, and wherein the operations comprise:
• identifying a first mathematical object in a mathematical space, wherein the first mathematical object corresponds to a word of the textual input;
• calculating a convolution of at least part of the visual content to obtain a numerical result value;
• calculating a function of the first mathematical object and the numerical result value to identify a second mathematical object in the mathematical space;
• and
• determining a pixel value of a pixel of the background portion of the modified version of the visual content based on the second mathematical object.