Systems and methods for layered image generation

A computer-implemented system for generating a multi-layer image based on text input, the system comprising:

• input/output (I/O) circuitry;
• control circuitry configured to:
• generate, using a first trained machine learning model and based on the text input received via the I/O circuitry, a single-layer image comprising a plurality of objects;
• generate a plurality of masks associated with the plurality of objects;
• determine a plurality of attributes associated with the plurality of objects;
• generate, using a second trained machine learning model, a plurality of textual descriptions respectively corresponding to the plurality of objects;
• input the plurality of textual descriptions generated by the second trained machine learning model to the first trained machine learning model;
• generate, using the first trained machine learning model and based on the plurality of textual descriptions generated by the second trained machine learning model and the plurality of attributes, a plurality of images respectively corresponding to the plurality of textual descriptions;
• and
• generate the multi-layer image by combining the plurality of images and by using the plurality of masks, wherein the plurality of images respectively correspond to a plurality of layers of the multi-layer image.