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Automating Repetetive Work With Computer Vision
My journey towards automating 250 hours of video labelling for my undergrad thesis lab
(And don't worry, there's a 1 minute TLDR overview) -
2048 Game AI
I developed a Python clone of the 2014 viral game "2048," and designed a probabilistic AI to play it. My algorithm achieves a 97% win-rate by formalizing the game as a Markov Decision Process and using a hybrid of Monte Carlo tree search and expectimax to select moves.
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What Bird is That? - Computer Vision Website
A simple website which identifies the species of bird in user-uploaded photos. After identifying the species, it provides the user with some information about the bird. Built to teach myself the basics of computer vision