System and method for generating a frontal facing view of a user

A system for generating a frontal facing view of a user, comprising:

• an electronic device characterized by:
• an imaging sensor configured to capture an image of the user;
• a memory configured to store the captured image of the user;
• a processor connected with the memory;
• and
• an application module running on the electronic device, connected with the memory and the processor;
• wherein the system comprises a trained machine learning model operatively coupled with the electronic device, the processor, and the application module, and the trained machine learning model is configured for:
• receive, through the imaging sensor, the captured image of the user in a preview frame displayed in a field of view (FOV) of the electronic device;
• extract, through a face image segmentation module, a face region of the user from the captured image;
• automatically determine, through an encoder module, a plurality of feature maps corresponding to the extracted face region;
• automatically identify, through the encoder module, at least one learning style from at least one feature map of the plurality of feature maps;
• determine, through a face vector module, at least one face vector of the user corresponding to the at least one learning style;
• and
• automatically generate, through a face frontalization module, the frontal facing view of the user based on the at least one face vector of the captured image of the user.