The problem PrepHive solves

PrepHive is your AI powered interview coach. With advanced technology, PrepHive provides personalized feedback on your interview skills, so you can shine through in your next job interview. Our website provides multiple features to help you with your interview preparation. Our features include Mock interviews, telephonic interviews, Book a mentor/ expert, detailed analysis of your performance based on 5 factors and access to blogs, articles etc. Our usp feature is that we provide different interview process tips and preparation for different companies based on what the company expects.

Challenges we ran into

It took us a while to figure out the dataset as the images we had were low-res grayscale images. We then extracted frames from a video dataset which we found online to get pictures and made our own dataset. Also while trying to render the summary graph based on confidence value we had to face a lot of issues.