Auto-Generation of Looping Cinemagraphs
Used graph cut optimization to auto generate looping cinemagraphs from videos, based on “Automated Video Looping with Progressive Dynamism”, Z. Liao et al., 2013, implemented in C++
Content-Aware Image Resizing Using Seam Carving
Implemented “Seam
Carving for Content-Aware Image Resizing”, S. Avidan and A. Sharmir, 2007, the magical algorithm that allows for resizing of images while preserving major features
Lunar Lander: Reinforcement Learning Using Deep Q-Learning
Used deep Q-learning to train a rocket to land successfully in Lunar Lander (OpenAI Gym)
New York Taxi Location-Based Data Analysis
Analysis using R to visualize taxi pickup locations in New York that resulted in the highest tip amount from passengers during morning rush hours
Data Analysis on ggplot2 Diamonds Dataset
Data analysis exercise on the diamonds dataset in ggplot2 using R