System and method for presenting three-dimensional content and three-dimensional content calculation apparatus

A method for presenting three-dimensional content suitable for a system for presenting three-dimensional content including a content delivery network, a client device, and a computing device, the method comprising the following steps:

• the computing device receives a request for a presentation content from the client device, the presentation content comprises one or more images;
• the computing device receives the presentation content from the content delivery network according to the request;
• the computing device processes the one or more images using a first machine-learning model to generate a first predicted result;
• the computing device processes the images using multiple machine-learning models to generate at least a second predicted result and a third predicted result, wherein the first machine-learning model is larger than the machine-learning models;
• the computing device selects a second machine-learning model from the machine-learning models based on a comparison of the first predicted result with the at least the second predicted result and the third predicted result;
• the computing device processes the images using the second machine-learning model and sends a processing result to the client device;
• and
• the client device uses the processing result to generate a three-dimensional presentation of the presentation content.

A three-dimensional content calculation apparatus, comprising:

• a communications interface, configured to communicate with a client device and a content delivery network;
• a storage device, configured to store instructions to be executed by a processor;
• and
• a processor, coupled to the communications interface and the storage device, is configured to access and execute instructions stored by the storage device to:
• receiving a request for a presentation content from the client device through the communications interface, and the presentation content comprises one or more images;
• receiving the presentation content from the content delivery network through the communications interface according to the request;
• processing one or more images in the presentation content using a first machine-learning model to generate a first predicted result;
• processing the one or more images using multiple machine-learning models to generate at least a second predicted result and a third predicted result, wherein the first machine-learning model is larger than the machine-learning models;
• selecting a second machine-learning model from the machine-learning models based on a comparison of the first predicted result with the at least the second predicted result and the third predicted result;
• and
• processing the one or more images using the second machine-learning model and sends a processing result to the client device, so that the client device uses the processing result to generate a three-dimensional presentation of the presentation content.