Abstract: Disclosed herein are system, apparatus, article of manufacture, method and/or computer program product embodiments, and/or combinations and sub-combinations thereof, for inserting objects in real-time into content based on frame identifiers. An example embodiment operates by identifying a first object in a frame of a content and generating an identifier for the first object in the frame. The identifier includes an array of numbers representing context and visual features of the first object in the frame. The example embodiments further operates by identifying a second object based on the array of numbers representing the first object and inserting the second object into the frame of the content.

Abstract: Disclosed herein are system, apparatus, article of manufacture, method and/or computer program product embodiments, and/or combinations and sub-combinations thereof, for inserting objects in real-time into content based on frame identifiers. An example embodiment operates by identifying a first object in a frame of a content and generating an identifier for the first object in the frame. The identifier includes an array of numbers representing context and visual features of the first object in the frame. The example embodiments further operates by identifying a second object based on the array of numbers representing the first object and inserting the second object into the frame of the content.

Abstract: In one aspect, an example method includes (i) obtaining input data, wherein the input data includes story description text; (ii) providing the obtained input data to a narration model and responsively receiving generated narrative text; (iii) identifying, from among the generated narrative text, a subset of text; (iv) providing the identified subset of text to an image generation model and responsively receiving generated images; (v) providing the generated images to an animation model and responsively receiving generated video segments; (vi) providing the generated narrative text to a text-to-speech model and responsively receiving generated narrative speech; (vii) combining the generated video segments and the generated narrative speech to generate video content; and (viii) outputting for presentation, the generated video content.

Abstract: Disclosed herein are system, apparatus, article of manufacture, method and/or computer program product embodiments, and/or combinations and sub-combinations thereof, for inserting objects in real-time into content based on frame identifiers. An example embodiment operates by identifying a first object in a frame of a content and generating an identifier for the first object in the frame. The identifier includes an array of numbers representing context and visual features of the first object in the frame. The example embodiments further operates by identifying a second object based on the array of numbers representing the first object and inserting the second object into the frame of the content.

Abstract: In one aspect, an example method includes (i) obtaining input data, wherein the input data includes story description text; (ii) providing the obtained input data to a narration model and responsively receiving generated narrative text; (iii) identifying, from among the generated narrative text, a subset of text; (iv) providing the identified subset of text to an image generation model and responsively receiving generated images; (v) providing the generated images to an animation model and responsively receiving generated video segments; (vi) providing the generated narrative text to a text-to-speech model and responsively receiving generated narrative speech; (vii) combining the generated video segments and the generated narrative speech to generate video content; and (viii) outputting for presentation, the generated video content.