Webserver-based video content production system and method for printing holographic stereogram photo

A webserver-based video content production system for printing a holographic stereogram photo, the webserver-based video content production system comprising:

• a user terminal configured to image a subject and acquire image data;
• a web configured to receive the image data from the user terminal;
• and
• a webserver configured to perform a second-half task on the image data received from the web using deep learning in response to a request from the web to produce video content and then provide the video content to the web;
• and
• wherein the webserver produces the video content through a process comprising:
• recognizing a face in all frames of the image data received from the web;
• deleting one or more frames with closed eyes among frames of the image data in which the face is recognized;
• only extracting frames having a certain variation less than a threshold from the frames of the image data, in which the one or more frames with closed eyes has been deleted, to stabilize images and equalize the frames of the image data;
• separating the subject and a background in the extracted frames having the certain variation less than the threshold;
• and
• performing postprocessing on the images in which the subject and the background have been separated;
• and
• wherein the deleting of the one or more frames with closed eyes comprises:
• connecting landmarks of a region, which corresponds to an eye among facial landmarks representing major features of the face, with lines and then generating the region corresponding to the eye;
• calculating an area of the generated region corresponding to the eye;
• and
• when the calculated area is a set threshold or less, recognizing one or more corresponding frames as frames with closed eyes and deleting the one or more corresponding frames.