Inspiration gluten-free pizza with pineapple
What it does Website asks to pick few images and we wanted it also to ask you to pick your 5 fav movies from a list of top25 most popular and based on that recommends you movies.
How I built it We made two algorithms (didn't have time to apply second one), the one that is applied already looks for words in movie descriptions similar to key words of images you have chosen from the quiz. The second algorithm cluster people according to their movie preferences and use output of a quiz (movies you have watched and enjoyed) to cluster you to one of the groups and give you quality movies that other people like you enjoyed.
Challenges I ran into Loads of them as we are totally beginners (2 physicist, maths, engineering and one cs guy). Anything from 12 hours of data cleaning, through doing NLP for the first time and doing a front end.
Accomplishments that I'm proud of Something works so I didn't expect that to happen. I was also very sleepy once my belly was full of wonderful pizza so it was tempting to fall asleep.
What I learned I found best place to have a nap in labs (under student support desk, would recommend)
What's next for gluten-free quantum recommendation system, we should definately work more on website and implement that second algorithm.
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