💡[Feature]: Frontal Face Generating Model

[ShreyasSN]

Is there an existing issue for this?

• [X] I have searched the existing issues

Feature Description

Uses pixel2style2pixel (pSp), a GAN-based framework, to generate frontal face views from angled images. By encoding faces into the StyleGAN latent space, pSp creates realistic frontal representations, enhancing face recognition accuracy across diverse perspectives.

Use Case

Generating realistic frontal views from angled images improves face recognition accuracy for security surveillance and remote identity verification.

Benefits

• Increased Accuracy: Frontal face views from angled images enhance recognition reliability across diverse perspectives, improving security and verification outcomes.

• Broader Usability: Enables effective face recognition in various real-world scenarios, including surveillance, ID verification, and remote authentication.

Add ScreenShots

Priority

High

Record

• [X] I have read the Contributing Guidelines
• [X] I'm a GSSOC'24 contributor
• [X] I want to work on this issue

[github-actions[bot]]

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. If you have any questions reach out to LinkedIn. Your contributions are highly appreciated! 😊

Note: I Maintain the repo issue twice a day, or ideally 1 day, If your issue goes stale for more than one day you can tag and comment on this same issue.

You can also check our CONTRIBUTING.md for guidelines on contributing to this project.
We are here to help you on this journey of opensource, any help feel free to tag me or book an appointment.

[ShreyasSN]

@sanjay-kv Please assign necessary labels