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bulletdodge-rl

A game where a reinforcement learning agent learns to dodge bullets being shot from an enemy.

cameracalculator

A Camera that can calculate written math calculations in real time, including multiple operations and decimals.

captchasolver

CNN Model that can solve CAPTCHA tests with a 93% accuracy per character. Model uses a CNN for feature extraction, then reshapes the features into 5 time steps for classification

computer-vision-bootcamp

crossword-generator-harvard-cs50ai

Generates a crossword puzzle given a crossword structure and a list of words

discordmessagesenderclassifier

A Discord Bot that can predict with 67% accuracy who sent a discord message between 5 users

fantasybasketball

gomoku

Classic Chinese board game Gomoku using Pygame

laserpointermotiondetection

An arduino laser pointer turret that aims at and tracks moving objects within its view. Uses a custom made background subtraction motion detection algorithm using OpenCV.

minesweeper-ai-harvard-cs50ai

Minebuster algorithm that picks the most optimal tile to sweep

mnist-gan

Generative Adversarial Network for generating handwritten digits using the MNIST Dataset

mte-121-goose-chase

Video game where the player must escape a chasing goose into a safe zone

nim-ai-ml-harvard-cs50ai

Using a using q-learning algorithm to teach an ai to play Nim

raplyricsclassifier

A Markov Model Classifier which can determine who a lyrics belongs to between a few popular rap artists

semanticsegmentation

sidescrollergame-rl

A collaboration sidescroller game using Python

sneaker-gan

Generating Images of Sneakers using a Convolutional Generative Adversarial Network

space-invaders

Space Invaders using Pygame

tictactoe-ai-harvard-cs50ai

Tictactoe algorithm that picks the most optimal move by analyzing all possible boards 2 moves in the future

tictactoe-cpp

Quick creation of tic-tac-toe in c++

visiontransformer

wordlesolver

wordle solver