Face Beautification [GSSoC'23 Project Request]

[shashanksbharadwaj161]

Is your feature request related to a problem? Please describe.

I would like to add a feature that allows users to apply face beautification effects to their photos. Face beautification is a process of enhancing facial appearance by adjusting various factors such as skin, shape, hair, makeup, lighting, and angle. Face beautification can improve user satisfaction and engagement with photo editing applications.

Describe the solution you'd like

I would like the solution to enhance the appearance of facial features and skin texture in real time. The solution will be able to detect and adjust the lighting, color, contrast, sharpness, and smoothness of the face according to the user's preferences and the environment. The solution will also be able to apply various filters and effects to create different styles and moods. The solution will also be easy to use and compatible with different devices and platforms.

Describe alternatives you've considered

For face beautification, I have considered several alternative solutions besides my proposed method. These include traditional image processing techniques, such as smoothing, sharpening, and contrast enhancement, as well as deep learning-based approaches, such as generative adversarial networks (GANs), style transfer, and facial landmark detection.

Approach to be followed (optional)

For face beautification, the proposed method combines deep learning and geometric transformations. This approach can enhance facial features, remove blemishes, and adjust skin tone in a realistic and controllable manner.

[shashanksbharadwaj161]

Hi @akshitagupta15june , I'm a GSSoC'23 contributor. I would like to work on the above-mentioned project. Kindly assign this to me.  Thank you.

[072arushi]

@shashanksbharadwaj161 you have been assigned the issue