Personalized fitness activity training using augmented-reality based avatar

A method, comprising:

• receiving a first set of images of a first user, wherein the first set of images is captured for a duration in which the first user is engaged in a fitness activity;
• generating an augmented-reality display that includes a first avatar and an image of the first user based on the first set of images;
• controlling a display device to render the generated augmented-reality display, wherein the rendered augmented-reality display includes the first avatar configured to perform the fitness activity;
• determining posture information of the first user based on the first set of images for the duration in which the first user is engaged in the fitness activity;
• determining real-time feedback based on application of a first neural network model on the determined posture information, wherein the determination of the real-time feedback is in response to performance of the fitness activity by the first user;
• and
• controlling the first avatar to output the determined real-time feedback in the augmented-reality display.

A non-transitory computer-readable medium having stored thereon, computer-executable instructions that when executed by a processor of an electronic device, causes the processor to execute operations, the operations comprising:

• receiving a first set of images of a first user, wherein the first set of images is captured for a duration in which the first user is engaged in a fitness activity;
• generating an augmented-reality display that includes a first avatar and an image of the first user based on the first set of images;
• controlling a display device to render the generated augmented-reality display, wherein the rendered augmented-reality display includes the first avatar configured to perform the fitness activity;
• determining posture information of the first user based on the first set of images for the duration in which the first user is engaged in the fitness activity;
• determining real-time feedback based on application of a first neural network model on the determined posture information, wherein the determination of the real-time feedback is in response to performance of the fitness activity by the first user;
• and
• controlling the first avatar to output the determined real-time feedback in the augmented-reality display.