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.
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.
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.
Challenges we ran into
https://docs.google.com/document/d/1m1dWPE8n0_FlPG-qPxqj54caPbuMmh6rEVmj05_XoV8/edit
Discussion