MemeNet

An Android application that crawls the internet for memes and uses machine learning to match users to a preferred meme. The user can like or dislike a given meme and it will recommend some memes that are tuned to the users preferences.

The Net

Mechanics

Discover a sub-embedded space of user and meme through a recommender system. (NNMF)
Extract embedded feature from all available memes to be matched quickly with a specific user. (CNN)
Obtain user preference by simply solving linear systems.

Application

Communicates local data to a global context through the Firebase database with realtime updates. Dynamically requests data through a server-based API.