madhav-mknc / eyewear-private

website for eyewear project

Eye-PERS

• Improved Personalized Eyewear Recommendation System. (eye-PERS) Our project is a recommendation engine for eyewear on Lenskart. It aims to provide an enhanced and personalized experience for users.
• Technologies used: Object Detection, AR Kit, Caffe, HaarCascades, Image Processing - Open CV, AWS rekognition: (facial detection and analysis API), AWS personalized API, Canny Edge Detection.

The problem eye-PERS solves

We are solving the ambiguity problem in choosing the frames while ordering spectacles. Generally, with popular eyewear-selling companies like Lenskart, we don't get personal recommendations. The recommendation is only based on the site's best sellers, which may not be an excellent fit for a particular person. We solve this problem by analysing the person's facial features and using these features and artificial intelligence to recommend what's best for a given person.

eyewear-private's Issues

home page

Video input

frontend and ML stuff

Remaining:

• frontend stuff
• little backend stuff (mostly middleware/API stuff)
• ML stuff