Implement a Virtual Try-On System (VITON) for Clothes

[UppuluriKalyani]

Description: We aim to build a virtual try-on system, called VITON, that allows users to see how clothes would look on them in a 2D image, without using 3D models. The system first generates a rough approximation of the user wearing the selected clothing and then refines the image to produce realistic, detailed results. This will provide an efficient and interactive way for users to "try on" different outfits virtually.

Task Overview:

• Implement a deep learning model that takes as input a photo of a user and an image of clothing and outputs a realistic image of the user wearing the clothing.

• Use a two-step process where the system first generates a rough image and then enhances the details to improve realism.

• Focus on maintaining the proportions, texture, and draping of the clothing as it would appear on the user in real life.

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