Virtual Makeover of a face by facial landmark detection.

[akshitagupta15june]

We have seen in instagram and snapchat the virtual makeover.

The detected landmarks of faces are used to the calculate contours of the mouth, eyes etc. to add makeup shades virtually.

[rafiya2003]

can I work on this?

[FutureRising007]

I can work on this issue ma'am, please do assign it to me.

[s0oraj]

Hi @akshitagupta15june , iam a SSOC23 contributer and I would like to resolve this issue

Can you assign me this issue? Or any other issues you might have? Heres My Resume which you might find useful: Resume Here is my background in ML:

1) 6 months plus experience in working under college professors for research project on medical image classification. 2) Got 228 global rank in Amazon ML Challenge 2023 out of 30000+ teams participating. 3) Experienced with trainig machine Learning Models. Including image preprocessing techniues such as histrogram equilization, augmentation, stationary wavelet transformation, image segmentation. Along with feature extraction from models like resnet50 inceptionv3 vgg16 etc

Looking forward to hear from you.

[Kunal-Kumar-Sahoo]

Hey @akshitagupta15june I'd like to work on this issue.

[A15h]

hi @akshitagupta15june I would really like to work on this issue and add a feature of Virtual Makeover of a face by facial landmark detection. I have worked with projects which had face recognition. I request you to please assign this issue to me.

[poorvika11]

I would like to work on this. Please assign this task to me.

[bhoomigupta1406]

hey @akshitagupta15june I would like to contribute in this under GSSOC contributor.

[sijalalyy]

I am GSSOC 23 contributor assign this to me i want to work on this

[reshma045]

Hello, I'm GSSoC'23 Contributor. Please assign me this issue. I want to work on this and contribute to this.

[VardaPanchal005]

I'm a GSSOC contributor please assign this issue to me

[Viswaraje]

hey @akshitagupta15june I would like to contribute on this issue

[ayan-joshi]

I'm a SSOC contributor please assign me this issue @akshitagupta15june

[rafiya2003]

I would like to work on this, frankly I don't know much but I will learn and do. I am a newbie(first year UG student). I want to learn and grow. please give me the opportunity to learn and experience

[YashGaur000]

Hey @akshitagupta15june, Please assign this issue to @YashGaur000 under SSOC'23 . I have tried to push the solution but it gave 403 error.

The solution is able to put makeup on face using pre-trained model of dlib library. Kindly assign me this issue.

Please reply asap so that I can push my solution for reviewing it asap.

[YashGaur000]

Greetings, I get no response from your side thats why I'm commenting again just to remind. Please assign me this issue ASAP. I wanna work on this issue. Hope to listen from you ASAP.

Hey @akshitagupta15june, Please assign this issue to @YashGaur000 under SSOC'23 . I have tried to push the solution but it gave 403 error.

The solution is able to put makeup on face using pre-trained model of dlib library. Kindly assign me this issue.

Please reply asap so that I can push my solution for reviewing it asap

[ShaikArshidBanu]

Hi @akshitagupta15june I would like to work on this issue.

Below is the brief summary of the approach I would like to follow:

1.Data Collection and Preprocessing:

-Dataset: Using a facial landmark dataset such as the 300-W dataset or the Helen dataset. -Image Preprocessing: Convert images to grayscale for landmark detection. Normalize the images for consistent input to the models.

2.Facial Landmark Detection:

-Model Selection: Models I would like to use for Facial Landmark Detection (i) Dlib’s Shape Predictor Usage: Available in the Dlib library as shape_predictor_68_face_landmarks.dat. (ii)Mediapipe Face Mesh

3.Applying Transformations:

-Lips: Apply color changes to the lips by defining the region using the detected landmarks. -Eyebrows: Modify the shape or color of eyebrows by manipulating the landmark points. -Skin Tone: Adjust the overall skin tone using image processing techniques. -Accessories: Overlay virtual accessories (e.g., glasses) based on landmark positions.

4.Rendering and Display:

-Using image processing libraries like OpenCV to blend transformations with the original image. -Ensuring transformations are realistic by considering lighting, shading, and contours.

Please assign me this issue under GSSOC'24