OpenCV Series — 10— Virtual Makeup — Apply contact lens to eyes
In this post , we are going to see how we can bring in effect of color contact lens in eyes using Dlib’s facial landmarks in a video feed from webcam. We can use various contact lens images and augment them over iris of the eyes in real time. Lot of Apple and Android’s photo & social media apps provide this filter functionality (e.g TikTok, Snapchat etc)
The below image is one of the sample PNG image that i chose for this project , make sure it has an alpha channel ( Don’t worry about the size we can resize it later)
Below is the code , I have placed the comments above each line of the code . The code can be improved as it does not handle occlusion well and even though it can augment the contact lens image over the eye ball it is not 100% perfect. Training a deep learning model specifically for this task might improve the accuracy.
Please go through my previous posts to get the details on facial landmark detection.
I have also shared my youtube video link for your reference, so you could understand how the code works.
Thanks for reading through this post, i hope it helps you , see you in the next post.