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.

[github-actions]

Thank you for creating this issue! 🎉 We'll look into it as soon as possible. In the meantime, please make sure to provide all the necessary details and context. Your contributions are highly appreciated! 😊

[Charul00]

i want to contribute this can you please assign me

[UppuluriKalyani]

@Charul00 proceed!

[alo7lika]

assign me this work, I have worked on this and I want to contribute

[SaiNivedh26]

@alo7lika Go ahead with the work. Best submission will be finally merged

[alo7lika]

@SaiNivedh26 Thank you!

[alo7lika]

@SaiNivedh26 Created a pull request. Could look up the work.

[akashlogics]

@UppuluriKalyani i am interested to work on this issue can you assign me

[UppuluriKalyani]

@UppuluriKalyani i am interested to work on this issue can you assign me

Proceed

[akashlogics]

@UppuluriKalyani i am interested to work on this issue can you assign me

Proceed

does this issue involve API and CUDA operations

[UppuluriKalyani]

@UppuluriKalyani i am interested to work on this issue can you assign me

Proceed

does this issue involve API and CUDA operations

Yes, this project should use APIs for connecting the model to the system, and CUDA operations are needed to make the image processing faster and more efficient.

[github-actions]

Hello @UppuluriKalyani! Your issue #28 has been closed. Thank you for your contribution!